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gmw-gmw

opus-2020-07-06.zip

  • dataset: opus
  • model: transformer
  • source language(s): afr ang_Latn deu eng enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
  • target language(s): afr ang_Latn deu eng enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
  • model: transformer
  • pre-processing: normalization + SentencePiece (spm32k,spm32k)
  • a sentence initial language token is required in the form of >>id<< (id = valid target language ID)
  • download: opus-2020-07-06.zip
  • test set translations: opus-2020-07-06.test.txt
  • test set scores: opus-2020-07-06.eval.txt

Benchmarks

testset BLEU chr-F
Tatoeba-test.afr-ang.afr.ang 0.0 0.065
Tatoeba-test.afr-deu.afr.deu 47.2 0.668
Tatoeba-test.afr-eng.afr.eng 58.3 0.728
Tatoeba-test.afr-enm.afr.enm 13.4 0.363
Tatoeba-test.afr-fry.afr.fry 5.3 0.026
Tatoeba-test.afr-gos.afr.gos 3.6 0.229
Tatoeba-test.afr-ltz.afr.ltz 2.3 0.147
Tatoeba-test.afr-nld.afr.nld 54.6 0.714
Tatoeba-test.afr-yid.afr.yid 59.5 0.535
Tatoeba-test.ang-afr.ang.afr 6.6 0.115
Tatoeba-test.ang-deu.ang.deu 1.9 0.189
Tatoeba-test.ang-eng.ang.eng 6.2 0.219
Tatoeba-test.ang-enm.ang.enm 3.0 0.221
Tatoeba-test.ang-gos.ang.gos 6.6 0.186
Tatoeba-test.ang-ltz.ang.ltz 1.7 0.062
Tatoeba-test.ang-yid.ang.yid 0.8 0.122
Tatoeba-test.deu-afr.deu.afr 52.9 0.695
Tatoeba-test.deu-ang.deu.ang 0.8 0.131
Tatoeba-test.deu-eng.deu.eng 43.3 0.618
Tatoeba-test.deu-enm.deu.enm 3.3 0.229
Tatoeba-test.deu-frr.deu.frr 0.7 0.199
Tatoeba-test.deu-fry.deu.fry 15.3 0.365
Tatoeba-test.deu-gos.deu.gos 1.7 0.283
Tatoeba-test.deu-gsw.deu.gsw 0.9 0.160
Tatoeba-test.deu-ksh.deu.ksh 1.0 0.223
Tatoeba-test.deu-ltz.deu.ltz 12.7 0.254
Tatoeba-test.deu-nds.deu.nds 18.9 0.447
Tatoeba-test.deu-nld.deu.nld 48.4 0.667
Tatoeba-test.deu-pdc.deu.pdc 4.8 0.201
Tatoeba-test.deu-sco.deu.sco 13.1 0.335
Tatoeba-test.deu-stq.deu.stq 4.1 0.257
Tatoeba-test.deu-swg.deu.swg 0.7 0.187
Tatoeba-test.deu-yid.deu.yid 1.6 0.165
Tatoeba-test.eng-afr.eng.afr 55.4 0.726
Tatoeba-test.eng-ang.eng.ang 5.7 0.157
Tatoeba-test.eng-deu.eng.deu 36.3 0.581
Tatoeba-test.eng-enm.eng.enm 4.0 0.282
Tatoeba-test.eng-frr.eng.frr 5.5 0.200
Tatoeba-test.eng-fry.eng.fry 13.9 0.368
Tatoeba-test.eng-gos.eng.gos 1.4 0.231
Tatoeba-test.eng-gsw.eng.gsw 1.0 0.157
Tatoeba-test.eng-ksh.eng.ksh 0.8 0.165
Tatoeba-test.eng-ltz.eng.ltz 13.4 0.264
Tatoeba-test.eng-nds.eng.nds 16.8 0.408
Tatoeba-test.eng-nld.eng.nld 49.3 0.669
Tatoeba-test.eng-pdc.eng.pdc 5.2 0.214
Tatoeba-test.eng-sco.eng.sco 33.5 0.573
Tatoeba-test.eng-stq.eng.stq 3.5 0.321
Tatoeba-test.eng-swg.eng.swg 2.0 0.177
Tatoeba-test.eng-yid.eng.yid 1.9 0.173
Tatoeba-test.enm-afr.enm.afr 22.9 0.398
Tatoeba-test.enm-ang.enm.ang 0.4 0.052
Tatoeba-test.enm-deu.enm.deu 41.1 0.537
Tatoeba-test.enm-eng.enm.eng 19.0 0.466
Tatoeba-test.enm-fry.enm.fry 3.3 0.136
Tatoeba-test.enm-gos.enm.gos 11.4 0.363
Tatoeba-test.enm-ksh.enm.ksh 7.0 0.173
Tatoeba-test.enm-nds.enm.nds 18.1 0.376
Tatoeba-test.enm-nld.enm.nld 46.9 0.602
Tatoeba-test.enm-yid.enm.yid 1.3 0.149
Tatoeba-test.frr-deu.frr.deu 3.9 0.218
Tatoeba-test.frr-eng.frr.eng 14.1 0.186
Tatoeba-test.frr-fry.frr.fry 4.1 0.089
Tatoeba-test.frr-gos.frr.gos 1.3 0.154
Tatoeba-test.frr-nds.frr.nds 12.4 0.145
Tatoeba-test.frr-nld.frr.nld 10.2 0.203
Tatoeba-test.frr-stq.frr.stq 1.4 0.113
Tatoeba-test.fry-afr.fry.afr 0.0 1.000
Tatoeba-test.fry-deu.fry.deu 28.4 0.539
Tatoeba-test.fry-eng.fry.eng 26.5 0.478
Tatoeba-test.fry-enm.fry.enm 10.7 0.306
Tatoeba-test.fry-frr.fry.frr 5.2 0.171
Tatoeba-test.fry-gos.fry.gos 1.6 0.307
Tatoeba-test.fry-ltz.fry.ltz 22.7 0.374
Tatoeba-test.fry-nds.fry.nds 10.7 0.051
Tatoeba-test.fry-nld.fry.nld 42.6 0.621
Tatoeba-test.fry-stq.fry.stq 1.6 0.228
Tatoeba-test.fry-yid.fry.yid 0.8 0.102
Tatoeba-test.gos-afr.gos.afr 5.1 0.281
Tatoeba-test.gos-ang.gos.ang 0.0 0.047
Tatoeba-test.gos-deu.gos.deu 12.3 0.354
Tatoeba-test.gos-eng.gos.eng 13.8 0.314
Tatoeba-test.gos-enm.gos.enm 7.5 0.352
Tatoeba-test.gos-frr.gos.frr 3.1 0.136
Tatoeba-test.gos-fry.gos.fry 9.5 0.342
Tatoeba-test.gos-ltz.gos.ltz 3.8 0.164
Tatoeba-test.gos-nds.gos.nds 3.7 0.228
Tatoeba-test.gos-nld.gos.nld 13.5 0.394
Tatoeba-test.gos-stq.gos.stq 2.0 0.211
Tatoeba-test.gos-yid.gos.yid 1.6 0.127
Tatoeba-test.gsw-deu.gsw.deu 11.6 0.345
Tatoeba-test.gsw-eng.gsw.eng 12.4 0.303
Tatoeba-test.ksh-deu.ksh.deu 12.4 0.392
Tatoeba-test.ksh-eng.ksh.eng 3.3 0.222
Tatoeba-test.ksh-enm.ksh.enm 13.4 0.363
Tatoeba-test.ltz-afr.ltz.afr 40.8 0.533
Tatoeba-test.ltz-ang.ltz.ang 2.8 0.036
Tatoeba-test.ltz-deu.ltz.deu 40.1 0.593
Tatoeba-test.ltz-eng.ltz.eng 32.9 0.498
Tatoeba-test.ltz-fry.ltz.fry 31.9 0.608
Tatoeba-test.ltz-gos.ltz.gos 2.9 0.220
Tatoeba-test.ltz-nld.ltz.nld 36.2 0.530
Tatoeba-test.ltz-stq.ltz.stq 5.4 0.167
Tatoeba-test.ltz-yid.ltz.yid 0.7 0.133
Tatoeba-test.multi.multi 36.2 0.567
Tatoeba-test.nds-deu.nds.deu 35.0 0.574
Tatoeba-test.nds-eng.nds.eng 29.1 0.489
Tatoeba-test.nds-enm.nds.enm 3.7 0.207
Tatoeba-test.nds-frr.nds.frr 6.6 0.145
Tatoeba-test.nds-fry.nds.fry 4.2 0.098
Tatoeba-test.nds-gos.nds.gos 2.0 0.261
Tatoeba-test.nds-nld.nds.nld 41.5 0.614
Tatoeba-test.nds-swg.nds.swg 0.6 0.180
Tatoeba-test.nds-yid.nds.yid 10.0 0.222
Tatoeba-test.nld-afr.nld.afr 59.3 0.757
Tatoeba-test.nld-deu.nld.deu 49.6 0.682
Tatoeba-test.nld-eng.nld.eng 53.6 0.695
Tatoeba-test.nld-enm.nld.enm 5.0 0.247
Tatoeba-test.nld-frr.nld.frr 2.5 0.220
Tatoeba-test.nld-fry.nld.fry 20.9 0.460
Tatoeba-test.nld-gos.nld.gos 2.7 0.274
Tatoeba-test.nld-ltz.nld.ltz 11.8 0.273
Tatoeba-test.nld-nds.nld.nds 21.0 0.457
Tatoeba-test.nld-sco.nld.sco 14.5 0.418
Tatoeba-test.nld-stq.nld.stq 1.9 0.281
Tatoeba-test.nld-swg.nld.swg 4.2 0.162
Tatoeba-test.nld-yid.nld.yid 2.7 0.182
Tatoeba-test.pdc-deu.pdc.deu 32.5 0.488
Tatoeba-test.pdc-eng.pdc.eng 24.4 0.421
Tatoeba-test.sco-deu.sco.deu 21.2 0.345
Tatoeba-test.sco-eng.sco.eng 42.1 0.598
Tatoeba-test.sco-nld.sco.nld 36.4 0.565
Tatoeba-test.stq-deu.stq.deu 5.5 0.328
Tatoeba-test.stq-eng.stq.eng 8.8 0.372
Tatoeba-test.stq-frr.stq.frr 1.3 0.091
Tatoeba-test.stq-fry.stq.fry 5.6 0.244
Tatoeba-test.stq-gos.stq.gos 1.2 0.227
Tatoeba-test.stq-ltz.stq.ltz 2.4 0.154
Tatoeba-test.stq-nld.stq.nld 13.9 0.359
Tatoeba-test.stq-yid.stq.yid 1.4 0.107
Tatoeba-test.swg-deu.swg.deu 9.8 0.344
Tatoeba-test.swg-eng.swg.eng 15.4 0.304
Tatoeba-test.swg-nds.swg.nds 0.8 0.199
Tatoeba-test.swg-nld.swg.nld 11.6 0.281
Tatoeba-test.swg-yid.swg.yid 1.5 0.212
Tatoeba-test.yid-afr.yid.afr 59.5 0.891
Tatoeba-test.yid-ang.yid.ang 0.7 0.078
Tatoeba-test.yid-deu.yid.deu 16.9 0.379
Tatoeba-test.yid-eng.yid.eng 15.7 0.344
Tatoeba-test.yid-enm.yid.enm 0.6 0.144
Tatoeba-test.yid-fry.yid.fry 10.5 0.198
Tatoeba-test.yid-gos.yid.gos 3.5 0.153
Tatoeba-test.yid-ltz.yid.ltz 2.6 0.215
Tatoeba-test.yid-nds.yid.nds 13.2 0.463
Tatoeba-test.yid-nld.yid.nld 18.2 0.382
Tatoeba-test.yid-stq.yid.stq 4.0 0.137
Tatoeba-test.yid-swg.yid.swg 1.1 0.158

opus-2020-07-27.zip

  • dataset: opus
  • model: transformer
  • source language(s): afr ang_Latn deu eng enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
  • target language(s): afr ang_Latn deu eng enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
  • model: transformer
  • pre-processing: normalization + SentencePiece (spm32k,spm32k)
  • a sentence initial language token is required in the form of >>id<< (id = valid target language ID)
  • download: opus-2020-07-27.zip
  • test set translations: opus-2020-07-27.test.txt
  • test set scores: opus-2020-07-27.eval.txt

Benchmarks

testset BLEU chr-F
newssyscomb2009-deueng.deu.eng 25.3 0.527
newssyscomb2009-engdeu.eng.deu 19.0 0.502
news-test2008-deueng.deu.eng 23.7 0.515
news-test2008-engdeu.eng.deu 19.2 0.491
newstest2009-deueng.deu.eng 23.1 0.514
newstest2009-engdeu.eng.deu 18.6 0.495
newstest2010-deueng.deu.eng 25.8 0.545
newstest2010-engdeu.eng.deu 20.3 0.505
newstest2011-deueng.deu.eng 23.7 0.523
newstest2011-engdeu.eng.deu 18.9 0.490
newstest2012-deueng.deu.eng 24.4 0.529
newstest2012-engdeu.eng.deu 19.2 0.489
newstest2013-deueng.deu.eng 27.2 0.545
newstest2013-engdeu.eng.deu 22.4 0.514
newstest2014-deen-deueng.deu.eng 27.0 0.546
newstest2015-ende-deueng.deu.eng 28.4 0.552
newstest2015-ende-engdeu.eng.deu 25.3 0.541
newstest2016-ende-deueng.deu.eng 33.2 0.595
newstest2016-ende-engdeu.eng.deu 29.8 0.578
newstest2017-ende-deueng.deu.eng 29.0 0.557
newstest2017-ende-engdeu.eng.deu 23.9 0.534
newstest2018-ende-deueng.deu.eng 35.9 0.607
newstest2018-ende-engdeu.eng.deu 34.8 0.609
newstest2019-deen-deueng.deu.eng 32.1 0.579
newstest2019-ende-engdeu.eng.deu 31.0 0.579
Tatoeba-test.afr-ang.afr.ang 0.0 0.065
Tatoeba-test.afr-deu.afr.deu 46.8 0.668
Tatoeba-test.afr-eng.afr.eng 58.5 0.728
Tatoeba-test.afr-enm.afr.enm 13.4 0.357
Tatoeba-test.afr-fry.afr.fry 5.3 0.026
Tatoeba-test.afr-gos.afr.gos 3.5 0.228
Tatoeba-test.afr-ltz.afr.ltz 1.6 0.131
Tatoeba-test.afr-nld.afr.nld 55.4 0.715
Tatoeba-test.afr-yid.afr.yid 3.4 0.008
Tatoeba-test.ang-afr.ang.afr 3.1 0.096
Tatoeba-test.ang-deu.ang.deu 2.6 0.188
Tatoeba-test.ang-eng.ang.eng 5.4 0.211
Tatoeba-test.ang-enm.ang.enm 1.7 0.197
Tatoeba-test.ang-gos.ang.gos 6.6 0.186
Tatoeba-test.ang-ltz.ang.ltz 5.3 0.072
Tatoeba-test.ang-yid.ang.yid 0.9 0.131
Tatoeba-test.deu-afr.deu.afr 52.7 0.699
Tatoeba-test.deu-ang.deu.ang 0.8 0.133
Tatoeba-test.deu-eng.deu.eng 43.5 0.621
Tatoeba-test.deu-enm.deu.enm 6.9 0.245
Tatoeba-test.deu-frr.deu.frr 0.8 0.200
Tatoeba-test.deu-fry.deu.fry 15.1 0.367
Tatoeba-test.deu-gos.deu.gos 2.2 0.279
Tatoeba-test.deu-gsw.deu.gsw 1.0 0.176
Tatoeba-test.deu-ksh.deu.ksh 0.6 0.208
Tatoeba-test.deu-ltz.deu.ltz 12.1 0.274
Tatoeba-test.deu-nds.deu.nds 18.8 0.446
Tatoeba-test.deu-nld.deu.nld 48.6 0.669
Tatoeba-test.deu-pdc.deu.pdc 4.6 0.198
Tatoeba-test.deu-sco.deu.sco 12.0 0.340
Tatoeba-test.deu-stq.deu.stq 3.2 0.240
Tatoeba-test.deu-swg.deu.swg 0.5 0.179
Tatoeba-test.deu-yid.deu.yid 1.7 0.160
Tatoeba-test.eng-afr.eng.afr 55.8 0.730
Tatoeba-test.eng-ang.eng.ang 5.7 0.157
Tatoeba-test.eng-deu.eng.deu 36.7 0.584
Tatoeba-test.eng-enm.eng.enm 2.0 0.272
Tatoeba-test.eng-frr.eng.frr 6.1 0.246
Tatoeba-test.eng-fry.eng.fry 15.3 0.378
Tatoeba-test.eng-gos.eng.gos 1.2 0.242
Tatoeba-test.eng-gsw.eng.gsw 0.9 0.164
Tatoeba-test.eng-ksh.eng.ksh 0.9 0.170
Tatoeba-test.eng-ltz.eng.ltz 13.7 0.263
Tatoeba-test.eng-nds.eng.nds 17.1 0.410
Tatoeba-test.eng-nld.eng.nld 49.6 0.673
Tatoeba-test.eng-pdc.eng.pdc 5.1 0.218
Tatoeba-test.eng-sco.eng.sco 34.8 0.587
Tatoeba-test.eng-stq.eng.stq 2.1 0.322
Tatoeba-test.eng-swg.eng.swg 1.7 0.192
Tatoeba-test.eng-yid.eng.yid 1.7 0.173
Tatoeba-test.enm-afr.enm.afr 13.4 0.397
Tatoeba-test.enm-ang.enm.ang 0.7 0.063
Tatoeba-test.enm-deu.enm.deu 41.5 0.514
Tatoeba-test.enm-eng.enm.eng 21.3 0.483
Tatoeba-test.enm-fry.enm.fry 0.0 0.058
Tatoeba-test.enm-gos.enm.gos 10.7 0.354
Tatoeba-test.enm-ksh.enm.ksh 7.0 0.161
Tatoeba-test.enm-nds.enm.nds 18.6 0.316
Tatoeba-test.enm-nld.enm.nld 38.3 0.524
Tatoeba-test.enm-yid.enm.yid 0.7 0.128
Tatoeba-test.frr-deu.frr.deu 4.1 0.219
Tatoeba-test.frr-eng.frr.eng 14.1 0.186
Tatoeba-test.frr-fry.frr.fry 3.1 0.129
Tatoeba-test.frr-gos.frr.gos 3.6 0.226
Tatoeba-test.frr-nds.frr.nds 12.4 0.145
Tatoeba-test.frr-nld.frr.nld 9.8 0.209
Tatoeba-test.frr-stq.frr.stq 2.8 0.142
Tatoeba-test.fry-afr.fry.afr 0.0 1.000
Tatoeba-test.fry-deu.fry.deu 30.1 0.535
Tatoeba-test.fry-eng.fry.eng 28.0 0.486
Tatoeba-test.fry-enm.fry.enm 16.0 0.262
Tatoeba-test.fry-frr.fry.frr 5.5 0.160
Tatoeba-test.fry-gos.fry.gos 1.6 0.307
Tatoeba-test.fry-ltz.fry.ltz 30.4 0.438
Tatoeba-test.fry-nds.fry.nds 8.1 0.083
Tatoeba-test.fry-nld.fry.nld 41.4 0.616
Tatoeba-test.fry-stq.fry.stq 1.6 0.217
Tatoeba-test.fry-yid.fry.yid 1.6 0.159
Tatoeba-test.gos-afr.gos.afr 6.3 0.318
Tatoeba-test.gos-ang.gos.ang 6.2 0.058
Tatoeba-test.gos-deu.gos.deu 11.7 0.363
Tatoeba-test.gos-eng.gos.eng 14.9 0.322
Tatoeba-test.gos-enm.gos.enm 9.1 0.398
Tatoeba-test.gos-frr.gos.frr 3.3 0.117
Tatoeba-test.gos-fry.gos.fry 13.1 0.387
Tatoeba-test.gos-ltz.gos.ltz 3.1 0.154
Tatoeba-test.gos-nds.gos.nds 2.4 0.206
Tatoeba-test.gos-nld.gos.nld 13.9 0.395
Tatoeba-test.gos-stq.gos.stq 2.1 0.209
Tatoeba-test.gos-yid.gos.yid 1.7 0.147
Tatoeba-test.gsw-deu.gsw.deu 10.5 0.350
Tatoeba-test.gsw-eng.gsw.eng 10.7 0.299
Tatoeba-test.ksh-deu.ksh.deu 12.0 0.373
Tatoeba-test.ksh-eng.ksh.eng 3.2 0.225
Tatoeba-test.ksh-enm.ksh.enm 13.4 0.308
Tatoeba-test.ltz-afr.ltz.afr 37.4 0.525
Tatoeba-test.ltz-ang.ltz.ang 2.8 0.036
Tatoeba-test.ltz-deu.ltz.deu 40.3 0.596
Tatoeba-test.ltz-eng.ltz.eng 31.7 0.490
Tatoeba-test.ltz-fry.ltz.fry 36.3 0.658
Tatoeba-test.ltz-gos.ltz.gos 2.9 0.209
Tatoeba-test.ltz-nld.ltz.nld 38.8 0.530
Tatoeba-test.ltz-stq.ltz.stq 5.8 0.165
Tatoeba-test.ltz-yid.ltz.yid 1.0 0.159
Tatoeba-test.multi.multi 36.4 0.568
Tatoeba-test.nds-deu.nds.deu 35.0 0.573
Tatoeba-test.nds-eng.nds.eng 29.6 0.495
Tatoeba-test.nds-enm.nds.enm 3.7 0.194
Tatoeba-test.nds-frr.nds.frr 6.6 0.133
Tatoeba-test.nds-fry.nds.fry 4.2 0.087
Tatoeba-test.nds-gos.nds.gos 2.0 0.243
Tatoeba-test.nds-nld.nds.nld 41.4 0.618
Tatoeba-test.nds-swg.nds.swg 0.6 0.178
Tatoeba-test.nds-yid.nds.yid 8.3 0.238
Tatoeba-test.nld-afr.nld.afr 59.4 0.759
Tatoeba-test.nld-deu.nld.deu 49.9 0.685
Tatoeba-test.nld-eng.nld.eng 54.1 0.699
Tatoeba-test.nld-enm.nld.enm 5.0 0.250
Tatoeba-test.nld-frr.nld.frr 2.4 0.224
Tatoeba-test.nld-fry.nld.fry 19.4 0.446
Tatoeba-test.nld-gos.nld.gos 2.5 0.273
Tatoeba-test.nld-ltz.nld.ltz 13.8 0.292
Tatoeba-test.nld-nds.nld.nds 21.3 0.457
Tatoeba-test.nld-sco.nld.sco 14.7 0.423
Tatoeba-test.nld-stq.nld.stq 1.9 0.257
Tatoeba-test.nld-swg.nld.swg 4.2 0.162
Tatoeba-test.nld-yid.nld.yid 2.6 0.186
Tatoeba-test.pdc-deu.pdc.deu 39.7 0.529
Tatoeba-test.pdc-eng.pdc.eng 25.0 0.427
Tatoeba-test.sco-deu.sco.deu 28.4 0.428
Tatoeba-test.sco-eng.sco.eng 41.8 0.595
Tatoeba-test.sco-nld.sco.nld 36.4 0.565
Tatoeba-test.stq-deu.stq.deu 7.7 0.328
Tatoeba-test.stq-eng.stq.eng 21.1 0.428
Tatoeba-test.stq-frr.stq.frr 2.0 0.118
Tatoeba-test.stq-fry.stq.fry 6.3 0.255
Tatoeba-test.stq-gos.stq.gos 1.4 0.244
Tatoeba-test.stq-ltz.stq.ltz 4.4 0.204
Tatoeba-test.stq-nld.stq.nld 10.7 0.371
Tatoeba-test.stq-yid.stq.yid 1.4 0.105
Tatoeba-test.swg-deu.swg.deu 9.5 0.343
Tatoeba-test.swg-eng.swg.eng 15.1 0.306
Tatoeba-test.swg-nds.swg.nds 0.7 0.196
Tatoeba-test.swg-nld.swg.nld 11.6 0.308
Tatoeba-test.swg-yid.swg.yid 0.9 0.186
Tatoeba-test.yid-afr.yid.afr 100.0 1.000
Tatoeba-test.yid-ang.yid.ang 0.6 0.079
Tatoeba-test.yid-deu.yid.deu 16.7 0.372
Tatoeba-test.yid-eng.yid.eng 15.8 0.344
Tatoeba-test.yid-enm.yid.enm 1.3 0.166
Tatoeba-test.yid-fry.yid.fry 5.6 0.157
Tatoeba-test.yid-gos.yid.gos 2.2 0.160
Tatoeba-test.yid-ltz.yid.ltz 2.1 0.238
Tatoeba-test.yid-nds.yid.nds 14.4 0.365
Tatoeba-test.yid-nld.yid.nld 20.9 0.397
Tatoeba-test.yid-stq.yid.stq 3.7 0.165
Tatoeba-test.yid-swg.yid.swg 1.8 0.156

opus-2020-09-26.zip

  • dataset: opus
  • model: transformer
  • source language(s): afr ang_Latn deu eng enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
  • target language(s): afr ang_Latn deu eng enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
  • model: transformer
  • pre-processing: normalization + SentencePiece (spm32k,spm32k)
  • a sentence initial language token is required in the form of >>id<< (id = valid target language ID)
  • download: opus-2020-09-26.zip
  • test set translations: opus-2020-09-26.test.txt
  • test set scores: opus-2020-09-26.eval.txt

Benchmarks

testset BLEU chr-F
newssyscomb2009-deueng.deu.eng 25.2 0.526
newssyscomb2009-engdeu.eng.deu 19.7 0.505
news-test2008-deueng.deu.eng 24.0 0.519
news-test2008-engdeu.eng.deu 19.5 0.494
newstest2009-deueng.deu.eng 23.4 0.517
newstest2009-engdeu.eng.deu 18.8 0.499
newstest2010-deueng.deu.eng 26.1 0.547
newstest2010-engdeu.eng.deu 20.9 0.509
newstest2011-deueng.deu.eng 23.9 0.524
newstest2011-engdeu.eng.deu 19.3 0.494
newstest2012-deueng.deu.eng 24.8 0.532
newstest2012-engdeu.eng.deu 19.6 0.493
newstest2013-deueng.deu.eng 27.8 0.548
newstest2013-engdeu.eng.deu 22.7 0.518
newstest2014-deen-deueng.deu.eng 27.5 0.549
newstest2015-ende-deueng.deu.eng 28.8 0.554
newstest2015-ende-engdeu.eng.deu 26.0 0.546
newstest2016-ende-deueng.deu.eng 33.6 0.598
newstest2016-ende-engdeu.eng.deu 30.3 0.581
newstest2017-ende-deueng.deu.eng 29.4 0.560
newstest2017-ende-engdeu.eng.deu 24.3 0.536
newstest2018-ende-deueng.deu.eng 36.3 0.611
newstest2018-ende-engdeu.eng.deu 35.5 0.615
newstest2019-deen-deueng.deu.eng 32.7 0.585
newstest2019-ende-engdeu.eng.deu 32.0 0.587
Tatoeba-test.afr-ang.afr.ang 0.0 0.066
Tatoeba-test.afr-deu.afr.deu 48.8 0.679
Tatoeba-test.afr-eng.afr.eng 58.7 0.727
Tatoeba-test.afr-enm.afr.enm 20.1 0.412
Tatoeba-test.afr-fry.afr.fry 0.0 0.296
Tatoeba-test.afr-gos.afr.gos 2.1 0.227
Tatoeba-test.afr-ltz.afr.ltz 2.4 0.151
Tatoeba-test.afr-nld.afr.nld 54.7 0.710
Tatoeba-test.afr-yid.afr.yid 59.5 0.443
Tatoeba-test.ang-afr.ang.afr 5.3 0.049
Tatoeba-test.ang-deu.ang.deu 1.3 0.156
Tatoeba-test.ang-eng.ang.eng 7.4 0.209
Tatoeba-test.ang-enm.ang.enm 2.0 0.197
Tatoeba-test.ang-gos.ang.gos 5.0 0.252
Tatoeba-test.ang-ltz.ang.ltz 0.0 0.184
Tatoeba-test.ang-yid.ang.yid 0.9 0.134
Tatoeba-test.deu-afr.deu.afr 52.3 0.697
Tatoeba-test.deu-ang.deu.ang 0.9 0.105
Tatoeba-test.deu-eng.deu.eng 44.4 0.628
Tatoeba-test.deu-enm.deu.enm 3.2 0.203
Tatoeba-test.deu-frr.deu.frr 0.8 0.171
Tatoeba-test.deu-fry.deu.fry 14.1 0.365
Tatoeba-test.deu-gos.deu.gos 1.8 0.292
Tatoeba-test.deu-gsw.deu.gsw 1.1 0.145
Tatoeba-test.deu-ksh.deu.ksh 0.6 0.186
Tatoeba-test.deu-ltz.deu.ltz 9.9 0.265
Tatoeba-test.deu-nds.deu.nds 18.6 0.442
Tatoeba-test.deu-nld.deu.nld 48.8 0.672
Tatoeba-test.deu-pdc.deu.pdc 5.7 0.215
Tatoeba-test.deu-sco.deu.sco 9.9 0.297
Tatoeba-test.deu-stq.deu.stq 1.6 0.212
Tatoeba-test.deu-swg.deu.swg 0.3 0.156
Tatoeba-test.deu-yid.deu.yid 1.6 0.169
Tatoeba-test.eng-afr.eng.afr 56.7 0.735
Tatoeba-test.eng-ang.eng.ang 5.8 0.124
Tatoeba-test.eng-deu.eng.deu 37.4 0.590
Tatoeba-test.eng-enm.eng.enm 2.1 0.258
Tatoeba-test.eng-frr.eng.frr 3.6 0.231
Tatoeba-test.eng-fry.eng.fry 15.6 0.380
Tatoeba-test.eng-gos.eng.gos 1.9 0.273
Tatoeba-test.eng-gsw.eng.gsw 0.8 0.161
Tatoeba-test.eng-ksh.eng.ksh 1.0 0.181
Tatoeba-test.eng-ltz.eng.ltz 11.4 0.263
Tatoeba-test.eng-nds.eng.nds 17.0 0.413
Tatoeba-test.eng-nld.eng.nld 50.2 0.678
Tatoeba-test.eng-pdc.eng.pdc 3.5 0.216
Tatoeba-test.eng-sco.eng.sco 36.9 0.596
Tatoeba-test.eng-stq.eng.stq 5.4 0.323
Tatoeba-test.eng-swg.eng.swg 1.0 0.177
Tatoeba-test.eng-yid.eng.yid 2.0 0.191
Tatoeba-test.enm-afr.enm.afr 16.0 0.423
Tatoeba-test.enm-ang.enm.ang 0.8 0.060
Tatoeba-test.enm-deu.enm.deu 38.4 0.514
Tatoeba-test.enm-eng.enm.eng 23.3 0.525
Tatoeba-test.enm-fry.enm.fry 16.0 0.178
Tatoeba-test.enm-gos.enm.gos 12.8 0.474
Tatoeba-test.enm-ksh.enm.ksh 3.9 0.132
Tatoeba-test.enm-nds.enm.nds 14.0 0.342
Tatoeba-test.enm-nld.enm.nld 33.8 0.510
Tatoeba-test.enm-yid.enm.yid 2.5 0.178
Tatoeba-test.frr-deu.frr.deu 5.3 0.226
Tatoeba-test.frr-eng.frr.eng 18.4 0.200
Tatoeba-test.frr-fry.frr.fry 4.1 0.145
Tatoeba-test.frr-gos.frr.gos 3.2 0.208
Tatoeba-test.frr-nds.frr.nds 12.4 0.145
Tatoeba-test.frr-nld.frr.nld 5.8 0.193
Tatoeba-test.frr-stq.frr.stq 2.8 0.135
Tatoeba-test.fry-afr.fry.afr 0.0 1.000
Tatoeba-test.fry-deu.fry.deu 27.4 0.528
Tatoeba-test.fry-eng.fry.eng 29.8 0.491
Tatoeba-test.fry-enm.fry.enm 4.8 0.171
Tatoeba-test.fry-frr.fry.frr 3.1 0.132
Tatoeba-test.fry-gos.fry.gos 1.5 0.294
Tatoeba-test.fry-ltz.fry.ltz 29.9 0.427
Tatoeba-test.fry-nds.fry.nds 12.4 0.053
Tatoeba-test.fry-nld.fry.nld 42.2 0.637
Tatoeba-test.fry-stq.fry.stq 2.9 0.233
Tatoeba-test.fry-yid.fry.yid 3.3 0.145
Tatoeba-test.gos-afr.gos.afr 11.4 0.374
Tatoeba-test.gos-ang.gos.ang 5.3 0.076
Tatoeba-test.gos-deu.gos.deu 16.4 0.388
Tatoeba-test.gos-eng.gos.eng 13.8 0.313
Tatoeba-test.gos-enm.gos.enm 12.1 0.289
Tatoeba-test.gos-frr.gos.frr 3.3 0.129
Tatoeba-test.gos-fry.gos.fry 16.7 0.380
Tatoeba-test.gos-ltz.gos.ltz 1.9 0.179
Tatoeba-test.gos-nds.gos.nds 4.6 0.245
Tatoeba-test.gos-nld.gos.nld 15.0 0.403
Tatoeba-test.gos-stq.gos.stq 2.0 0.204
Tatoeba-test.gos-yid.gos.yid 4.3 0.187
Tatoeba-test.gsw-deu.gsw.deu 11.5 0.340
Tatoeba-test.gsw-eng.gsw.eng 13.9 0.311
Tatoeba-test.ksh-deu.ksh.deu 15.3 0.416
Tatoeba-test.ksh-eng.ksh.eng 5.0 0.242
Tatoeba-test.ksh-enm.ksh.enm 20.1 0.412
Tatoeba-test.ltz-afr.ltz.afr 38.1 0.516
Tatoeba-test.ltz-ang.ltz.ang 16.0 0.040
Tatoeba-test.ltz-deu.ltz.deu 38.2 0.563
Tatoeba-test.ltz-eng.ltz.eng 30.8 0.463
Tatoeba-test.ltz-fry.ltz.fry 18.5 0.589
Tatoeba-test.ltz-gos.ltz.gos 2.6 0.174
Tatoeba-test.ltz-nld.ltz.nld 37.9 0.527
Tatoeba-test.ltz-stq.ltz.stq 3.8 0.173
Tatoeba-test.ltz-yid.ltz.yid 7.7 0.245
Tatoeba-test.multi.multi 36.7 0.567
Tatoeba-test.nds-deu.nds.deu 34.7 0.572
Tatoeba-test.nds-eng.nds.eng 29.6 0.490
Tatoeba-test.nds-enm.nds.enm 7.6 0.177
Tatoeba-test.nds-frr.nds.frr 4.2 0.118
Tatoeba-test.nds-fry.nds.fry 12.4 0.043
Tatoeba-test.nds-gos.nds.gos 2.5 0.262
Tatoeba-test.nds-nld.nds.nld 42.4 0.622
Tatoeba-test.nds-swg.nds.swg 0.6 0.181
Tatoeba-test.nds-yid.nds.yid 6.1 0.308
Tatoeba-test.nld-afr.nld.afr 59.1 0.756
Tatoeba-test.nld-deu.nld.deu 50.7 0.688
Tatoeba-test.nld-eng.nld.eng 54.4 0.702
Tatoeba-test.nld-enm.nld.enm 8.2 0.249
Tatoeba-test.nld-frr.nld.frr 3.3 0.224
Tatoeba-test.nld-fry.nld.fry 23.3 0.457
Tatoeba-test.nld-gos.nld.gos 2.6 0.282
Tatoeba-test.nld-ltz.nld.ltz 12.0 0.294
Tatoeba-test.nld-nds.nld.nds 21.7 0.462
Tatoeba-test.nld-sco.nld.sco 21.1 0.468
Tatoeba-test.nld-stq.nld.stq 1.8 0.279
Tatoeba-test.nld-swg.nld.swg 3.4 0.154
Tatoeba-test.nld-yid.nld.yid 5.7 0.239
Tatoeba-test.pdc-deu.pdc.deu 39.1 0.500
Tatoeba-test.pdc-eng.pdc.eng 23.4 0.404
Tatoeba-test.sco-deu.sco.deu 33.2 0.422
Tatoeba-test.sco-eng.sco.eng 44.6 0.595
Tatoeba-test.sco-nld.sco.nld 35.6 0.524
Tatoeba-test.stq-deu.stq.deu 8.6 0.358
Tatoeba-test.stq-eng.stq.eng 21.9 0.440
Tatoeba-test.stq-frr.stq.frr 1.9 0.103
Tatoeba-test.stq-fry.stq.fry 4.3 0.244
Tatoeba-test.stq-gos.stq.gos 0.6 0.190
Tatoeba-test.stq-ltz.stq.ltz 1.2 0.097
Tatoeba-test.stq-nld.stq.nld 16.9 0.402
Tatoeba-test.stq-yid.stq.yid 2.2 0.138
Tatoeba-test.swg-deu.swg.deu 9.2 0.338
Tatoeba-test.swg-eng.swg.eng 12.4 0.325
Tatoeba-test.swg-nds.swg.nds 0.7 0.191
Tatoeba-test.swg-nld.swg.nld 10.6 0.253
Tatoeba-test.swg-yid.swg.yid 1.2 0.144
Tatoeba-test.yid-afr.yid.afr 59.5 0.891
Tatoeba-test.yid-ang.yid.ang 0.8 0.079
Tatoeba-test.yid-deu.yid.deu 18.3 0.386
Tatoeba-test.yid-eng.yid.eng 15.1 0.335
Tatoeba-test.yid-enm.yid.enm 1.4 0.167
Tatoeba-test.yid-fry.yid.fry 12.3 0.158
Tatoeba-test.yid-gos.yid.gos 4.3 0.193
Tatoeba-test.yid-ltz.yid.ltz 9.1 0.336
Tatoeba-test.yid-nds.yid.nds 10.2 0.414
Tatoeba-test.yid-nld.yid.nld 19.7 0.382
Tatoeba-test.yid-stq.yid.stq 6.5 0.177
Tatoeba-test.yid-swg.yid.swg 1.2 0.143

opus-2020-10-04.zip

  • dataset: opus
  • model: transformer
  • source language(s): afr ang_Latn deu eng enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
  • target language(s): afr ang_Latn deu eng enm_Latn frr fry gos gsw ksh ltz nds nld pdc sco stq swg yid
  • model: transformer
  • pre-processing: normalization + SentencePiece (spm32k,spm32k)
  • a sentence initial language token is required in the form of >>id<< (id = valid target language ID)
  • download: opus-2020-10-04.zip
  • test set translations: opus-2020-10-04.test.txt
  • test set scores: opus-2020-10-04.eval.txt

Benchmarks

testset BLEU chr-F
newssyscomb2009-deueng.deu.eng 25.4 0.527
newssyscomb2009-engdeu.eng.deu 19.4 0.503
news-test2008-deueng.deu.eng 23.9 0.519
news-test2008-engdeu.eng.deu 19.5 0.493
newstest2009-deueng.deu.eng 23.5 0.517
newstest2009-engdeu.eng.deu 18.8 0.499
newstest2010-deueng.deu.eng 26.1 0.548
newstest2010-engdeu.eng.deu 20.8 0.509
newstest2011-deueng.deu.eng 23.9 0.525
newstest2011-engdeu.eng.deu 19.2 0.493
newstest2012-deueng.deu.eng 25.0 0.533
newstest2012-engdeu.eng.deu 19.6 0.494
newstest2013-deueng.deu.eng 27.7 0.549
newstest2013-engdeu.eng.deu 22.8 0.518
newstest2014-deen-deueng.deu.eng 27.4 0.549
newstest2015-ende-deueng.deu.eng 28.8 0.554
newstest2015-ende-engdeu.eng.deu 25.8 0.545
newstest2016-ende-deueng.deu.eng 33.7 0.598
newstest2016-ende-engdeu.eng.deu 30.3 0.581
newstest2017-ende-deueng.deu.eng 29.6 0.562
newstest2017-ende-engdeu.eng.deu 24.2 0.537
newstest2018-ende-deueng.deu.eng 36.3 0.611
newstest2018-ende-engdeu.eng.deu 35.5 0.616
newstest2019-deen-deueng.deu.eng 32.7 0.585
newstest2019-ende-engdeu.eng.deu 31.6 0.586
Tatoeba-test.afr-ang.afr.ang 0.0 0.066
Tatoeba-test.afr-deu.afr.deu 48.5 0.677
Tatoeba-test.afr-eng.afr.eng 58.7 0.727
Tatoeba-test.afr-enm.afr.enm 7.0 0.297
Tatoeba-test.afr-fry.afr.fry 0.0 0.296
Tatoeba-test.afr-gos.afr.gos 1.9 0.229
Tatoeba-test.afr-ltz.afr.ltz 2.9 0.186
Tatoeba-test.afr-nld.afr.nld 54.7 0.713
Tatoeba-test.afr-yid.afr.yid 59.5 0.443
Tatoeba-test.ang-afr.ang.afr 8.1 0.182
Tatoeba-test.ang-deu.ang.deu 1.3 0.160
Tatoeba-test.ang-eng.ang.eng 7.7 0.215
Tatoeba-test.ang-enm.ang.enm 1.6 0.182
Tatoeba-test.ang-gos.ang.gos 3.7 0.196
Tatoeba-test.ang-ltz.ang.ltz 0.0 0.184
Tatoeba-test.ang-yid.ang.yid 0.8 0.129
Tatoeba-test.deu-afr.deu.afr 52.4 0.697
Tatoeba-test.deu-ang.deu.ang 0.9 0.104
Tatoeba-test.deu-eng.deu.eng 44.7 0.629
Tatoeba-test.deu-enm.deu.enm 3.0 0.194
Tatoeba-test.deu-frr.deu.frr 0.7 0.173
Tatoeba-test.deu-fry.deu.fry 16.6 0.377
Tatoeba-test.deu-gos.deu.gos 1.6 0.297
Tatoeba-test.deu-gsw.deu.gsw 0.9 0.138
Tatoeba-test.deu-ksh.deu.ksh 0.6 0.183
Tatoeba-test.deu-ltz.deu.ltz 11.0 0.262
Tatoeba-test.deu-nds.deu.nds 18.7 0.444
Tatoeba-test.deu-nld.deu.nld 48.7 0.672
Tatoeba-test.deu-pdc.deu.pdc 5.1 0.217
Tatoeba-test.deu-sco.deu.sco 10.7 0.333
Tatoeba-test.deu-stq.deu.stq 2.2 0.231
Tatoeba-test.deu-swg.deu.swg 0.3 0.154
Tatoeba-test.deu-yid.deu.yid 1.8 0.177
Tatoeba-test.eng-afr.eng.afr 56.5 0.735
Tatoeba-test.eng-ang.eng.ang 6.0 0.131
Tatoeba-test.eng-deu.eng.deu 37.8 0.591
Tatoeba-test.eng-enm.eng.enm 2.7 0.261
Tatoeba-test.eng-frr.eng.frr 3.6 0.230
Tatoeba-test.eng-fry.eng.fry 15.2 0.374
Tatoeba-test.eng-gos.eng.gos 1.4 0.272
Tatoeba-test.eng-gsw.eng.gsw 0.9 0.161
Tatoeba-test.eng-ksh.eng.ksh 1.0 0.172
Tatoeba-test.eng-ltz.eng.ltz 12.1 0.271
Tatoeba-test.eng-nds.eng.nds 16.5 0.411
Tatoeba-test.eng-nld.eng.nld 50.3 0.677
Tatoeba-test.eng-pdc.eng.pdc 2.6 0.210
Tatoeba-test.eng-sco.eng.sco 34.3 0.594
Tatoeba-test.eng-stq.eng.stq 7.6 0.362
Tatoeba-test.eng-swg.eng.swg 0.9 0.170
Tatoeba-test.eng-yid.eng.yid 2.2 0.194
Tatoeba-test.enm-afr.enm.afr 22.9 0.416
Tatoeba-test.enm-ang.enm.ang 0.5 0.057
Tatoeba-test.enm-deu.enm.deu 38.4 0.505
Tatoeba-test.enm-eng.enm.eng 23.2 0.516
Tatoeba-test.enm-fry.enm.fry 16.0 0.178
Tatoeba-test.enm-gos.enm.gos 9.1 0.450
Tatoeba-test.enm-ksh.enm.ksh 3.1 0.129
Tatoeba-test.enm-nds.enm.nds 14.0 0.348
Tatoeba-test.enm-nld.enm.nld 46.9 0.602
Tatoeba-test.enm-yid.enm.yid 2.5 0.182
Tatoeba-test.frr-deu.frr.deu 5.5 0.219
Tatoeba-test.frr-eng.frr.eng 18.4 0.198
Tatoeba-test.frr-fry.frr.fry 3.5 0.095
Tatoeba-test.frr-gos.frr.gos 3.1 0.156
Tatoeba-test.frr-nds.frr.nds 12.4 0.145
Tatoeba-test.frr-nld.frr.nld 5.7 0.200
Tatoeba-test.frr-stq.frr.stq 2.6 0.137
Tatoeba-test.fry-afr.fry.afr 0.0 1.000
Tatoeba-test.fry-deu.fry.deu 28.7 0.545
Tatoeba-test.fry-eng.fry.eng 31.9 0.496
Tatoeba-test.fry-enm.fry.enm 4.8 0.171
Tatoeba-test.fry-frr.fry.frr 4.0 0.178
Tatoeba-test.fry-gos.fry.gos 1.4 0.308
Tatoeba-test.fry-ltz.fry.ltz 20.3 0.322
Tatoeba-test.fry-nds.fry.nds 9.7 0.081
Tatoeba-test.fry-nld.fry.nld 43.0 0.634
Tatoeba-test.fry-stq.fry.stq 2.2 0.220
Tatoeba-test.fry-yid.fry.yid 3.1 0.165
Tatoeba-test.gos-afr.gos.afr 11.4 0.333
Tatoeba-test.gos-ang.gos.ang 0.0 0.037
Tatoeba-test.gos-deu.gos.deu 15.8 0.374
Tatoeba-test.gos-eng.gos.eng 14.0 0.313
Tatoeba-test.gos-enm.gos.enm 13.4 0.270
Tatoeba-test.gos-frr.gos.frr 4.2 0.096
Tatoeba-test.gos-fry.gos.fry 10.0 0.350
Tatoeba-test.gos-ltz.gos.ltz 5.1 0.190
Tatoeba-test.gos-nds.gos.nds 4.5 0.241
Tatoeba-test.gos-nld.gos.nld 15.9 0.409
Tatoeba-test.gos-stq.gos.stq 1.7 0.206
Tatoeba-test.gos-yid.gos.yid 3.8 0.162
Tatoeba-test.gsw-deu.gsw.deu 11.6 0.337
Tatoeba-test.gsw-eng.gsw.eng 12.9 0.308
Tatoeba-test.ksh-deu.ksh.deu 15.3 0.422
Tatoeba-test.ksh-eng.ksh.eng 5.1 0.234
Tatoeba-test.ksh-enm.ksh.enm 10.2 0.383
Tatoeba-test.ltz-afr.ltz.afr 35.1 0.507
Tatoeba-test.ltz-ang.ltz.ang 0.0 0.042
Tatoeba-test.ltz-deu.ltz.deu 36.6 0.552
Tatoeba-test.ltz-eng.ltz.eng 31.4 0.477
Tatoeba-test.ltz-fry.ltz.fry 31.2 0.656
Tatoeba-test.ltz-gos.ltz.gos 1.9 0.173
Tatoeba-test.ltz-nld.ltz.nld 37.5 0.523
Tatoeba-test.ltz-stq.ltz.stq 2.8 0.170
Tatoeba-test.ltz-yid.ltz.yid 2.9 0.192
Tatoeba-test.multi.multi 36.4 0.567
Tatoeba-test.nds-deu.nds.deu 34.5 0.572
Tatoeba-test.nds-eng.nds.eng 29.6 0.492
Tatoeba-test.nds-enm.nds.enm 7.6 0.179
Tatoeba-test.nds-frr.nds.frr 4.2 0.129
Tatoeba-test.nds-fry.nds.fry 12.4 0.065
Tatoeba-test.nds-gos.nds.gos 1.3 0.242
Tatoeba-test.nds-nld.nds.nld 42.2 0.621
Tatoeba-test.nds-swg.nds.swg 0.4 0.180
Tatoeba-test.nds-yid.nds.yid 6.1 0.285
Tatoeba-test.nld-afr.nld.afr 59.0 0.756
Tatoeba-test.nld-deu.nld.deu 50.6 0.688
Tatoeba-test.nld-eng.nld.eng 54.5 0.702
Tatoeba-test.nld-enm.nld.enm 8.2 0.249
Tatoeba-test.nld-frr.nld.frr 2.8 0.239
Tatoeba-test.nld-fry.nld.fry 23.3 0.462
Tatoeba-test.nld-gos.nld.gos 2.1 0.284
Tatoeba-test.nld-ltz.nld.ltz 10.5 0.277
Tatoeba-test.nld-nds.nld.nds 21.7 0.462
Tatoeba-test.nld-sco.nld.sco 22.7 0.435
Tatoeba-test.nld-stq.nld.stq 1.8 0.276
Tatoeba-test.nld-swg.nld.swg 3.1 0.154
Tatoeba-test.nld-yid.nld.yid 5.8 0.229
Tatoeba-test.pdc-deu.pdc.deu 40.4 0.496
Tatoeba-test.pdc-eng.pdc.eng 24.3 0.402
Tatoeba-test.sco-deu.sco.deu 20.8 0.368
Tatoeba-test.sco-eng.sco.eng 42.6 0.586
Tatoeba-test.sco-nld.sco.nld 35.6 0.524
Tatoeba-test.stq-deu.stq.deu 8.2 0.304
Tatoeba-test.stq-eng.stq.eng 21.3 0.429
Tatoeba-test.stq-frr.stq.frr 1.7 0.111
Tatoeba-test.stq-fry.stq.fry 8.2 0.275
Tatoeba-test.stq-gos.stq.gos 0.7 0.200
Tatoeba-test.stq-ltz.stq.ltz 1.4 0.094
Tatoeba-test.stq-nld.stq.nld 16.9 0.396
Tatoeba-test.stq-yid.stq.yid 3.5 0.144
Tatoeba-test.swg-deu.swg.deu 9.1 0.338
Tatoeba-test.swg-eng.swg.eng 11.5 0.293
Tatoeba-test.swg-nds.swg.nds 0.7 0.194
Tatoeba-test.swg-nld.swg.nld 10.8 0.247
Tatoeba-test.swg-yid.swg.yid 1.1 0.157
Tatoeba-test.yid-afr.yid.afr 19.0 0.764
Tatoeba-test.yid-ang.yid.ang 0.9 0.085
Tatoeba-test.yid-deu.yid.deu 17.7 0.381
Tatoeba-test.yid-eng.yid.eng 15.2 0.336
Tatoeba-test.yid-enm.yid.enm 1.6 0.166
Tatoeba-test.yid-fry.yid.fry 12.3 0.166
Tatoeba-test.yid-gos.yid.gos 4.6 0.197
Tatoeba-test.yid-ltz.yid.ltz 5.9 0.286
Tatoeba-test.yid-nds.yid.nds 7.1 0.402
Tatoeba-test.yid-nld.yid.nld 21.3 0.402
Tatoeba-test.yid-stq.yid.stq 9.9 0.157
Tatoeba-test.yid-swg.yid.swg 1.1 0.145

opus-2021-02-23.zip

  • dataset: opus
  • model: transformer
  • source language(s): afr ang bar deu eng enm frr fry gos gsw hrx jam ksh ltz nds nld pdc sco stq swg tpi yid
  • target language(s): afr ang bar deu eng enm frr fry gos gsw hrx jam ksh ltz nds nld pdc sco stq swg tpi yid
  • model: transformer
  • pre-processing: normalization + SentencePiece (spm32k,spm32k)
  • a sentence initial language token is required in the form of >>id<< (id = valid target language ID)
  • valid language labels: >>eng<< >>nld<< >>deu<< >>afr<< >>fry<< >>nds<< >>yid<< >>ltz<< >>ang_Latn<< >>sco<<
  • download: opus-2021-02-23.zip
  • test set translations: opus-2021-02-23.test.txt
  • test set scores: opus-2021-02-23.eval.txt

Benchmarks

testset BLEU chr-F #sent #words BP
newssyscomb2009.deu-eng 25.4 0.527 502 11821 0.986
newssyscomb2009.eng-deu 19.4 0.503 502 11271 0.991
news-test2008.deu-eng 23.9 0.519 2051 49380 0.992
news-test2008.eng-deu 19.5 0.493 2051 47427 0.996
newstest2009.deu-eng 23.5 0.517 2525 65402 0.978
newstest2009.eng-deu 18.8 0.499 2525 62816 0.993
newstest2010.deu-eng 26.1 0.548 2489 61724 1.000
newstest2010.eng-deu 20.8 0.509 2489 61511 0.958
newstest2011.deu-eng 23.9 0.525 3003 74681 1.000
newstest2011.eng-deu 19.2 0.493 3003 72981 0.980
newstest2012.deu-eng 25.0 0.533 3003 72812 1.000
newstest2012.eng-deu 19.6 0.494 3003 72886 0.960
newstest2013.deu-eng 27.7 0.549 3000 64505 1.000
newstest2013.eng-deu 22.8 0.518 3000 63737 0.974
newstest2014-deen.deu-eng 27.4 0.549 3003 67337 0.977
newstest2014-deen.eng-deu 22.6 0.534 3003 62964 1.000
newstest2015-ende.deu-eng 28.8 0.554 2169 46443 0.973
newstest2015-ende.eng-deu 25.8 0.545 2169 44260 1.000
newstest2016-ende.deu-eng 33.7 0.598 2999 64126 1.000
newstest2016-ende.eng-deu 30.3 0.581 2999 62670 0.989
newstest2017-ende.deu-eng 29.6 0.562 3004 64399 0.979
newstest2017-ende.eng-deu 24.2 0.537 3004 61291 1.000
newstest2018-ende.deu-eng 36.3 0.611 2998 67013 0.977
newstest2018-ende.eng-deu 35.5 0.616 2998 64276 1.000
newstest2019-deen.deu-eng 32.7 0.585 2000 39282 0.984
newstest2019-ende.eng-deu 31.6 0.586 1997 48969 0.973
Tatoeba-test.afr-ang 0.0 0.066 1 4 0.717
Tatoeba-test.afr-deu 48.4 0.676 1583 9105 1.000
Tatoeba-test.afr-eng 58.6 0.727 1374 9622 0.994
Tatoeba-test.afr-enm 7.0 0.297 2 8 1.000
Tatoeba-test.afr-fry 0.0 0.296 1 3 0.607
Tatoeba-test.afr-gos 1.9 0.229 4 24 1.000
Tatoeba-test.afr-ltz 2.9 0.186 14 66 1.000
Tatoeba-test.afr-nld 54.7 0.713 1056 6710 0.989
Tatoeba-test.afr-yid 59.5 0.443 1 4 1.000
Tatoeba-test.ang-afr 8.1 0.182 1 4 1.000
Tatoeba-test.ang-bar 2.8 0.056 1 4 1.000
Tatoeba-test.ang-deu 1.3 0.159 67 628 1.000
Tatoeba-test.ang-eng 7.7 0.215 189 2070 0.944
Tatoeba-test.ang-enm 1.6 0.182 14 67 1.000
Tatoeba-test.ang-gos 3.7 0.196 1 4 1.000
Tatoeba-test.ang-ltz 0.0 0.184 1 4 0.717
Tatoeba-test.ang-yid 0.8 0.129 30 176 1.000
Tatoeba-test.bar-ang 0.0 0.032 1 4 0.050
Tatoeba-test.bar-deu 7.5 0.281 63 485 1.000
Tatoeba-test.bar-eng 5.4 0.200 93 727 1.000
Tatoeba-test.bar-swg 6.6 0.060 1 3 1.000
Tatoeba-test.bar-yid 1.8 0.057 2 10 1.000
Tatoeba-test.deu-afr 52.3 0.697 1583 9507 1.000
Tatoeba-test.deu-ang 0.9 0.105 67 605 0.933
Tatoeba-test.deu-bar 0.7 0.150 63 507 1.000
Tatoeba-test.deu-eng 44.6 0.629 10000 81213 0.974
Tatoeba-test.deu-enm 3.0 0.194 11 59 1.000
Tatoeba-test.deu-frr 0.7 0.173 71 447 1.000
Tatoeba-test.deu-fry 16.6 0.370 66 467 0.943
Tatoeba-test.deu-gos 1.6 0.297 170 860 1.000
Tatoeba-test.deu-gsw 0.9 0.138 62 287 1.000
Tatoeba-test.deu-hrx 0.8 0.184 471 2729 1.000
Tatoeba-test.deu-ksh 0.5 0.174 38 436 1.000
Tatoeba-test.deu-ltz 11.0 0.262 337 2135 1.000
Tatoeba-test.deu-nds 18.7 0.444 10000 76126 0.987
Tatoeba-test.deu-nld 48.6 0.671 10000 73523 0.970
Tatoeba-test.deu-pdc 5.1 0.217 24 144 1.000
Tatoeba-test.deu-sco 10.7 0.333 10 70 0.971
Tatoeba-test.deu-stq 2.2 0.231 10 53 1.000
Tatoeba-test.deu-swg 0.3 0.154 1523 15447 1.000
Tatoeba-test.deu-tpi 0.5 0.098 30 178 1.000
Tatoeba-test.deu-yid 1.8 0.177 556 3423 1.000
Tatoeba-test.eng-afr 56.6 0.734 1374 10314 0.984
Tatoeba-test.eng-ang 6.0 0.131 189 1967 0.840
Tatoeba-test.eng-bar 0.5 0.130 93 807 1.000
Tatoeba-test.eng-deu 37.7 0.590 10000 83334 0.991
Tatoeba-test.eng-enm 2.7 0.270 49 299 1.000
Tatoeba-test.eng-frr 3.6 0.230 2 9 1.000
Tatoeba-test.eng-fry 15.2 0.372 205 1529 1.000
Tatoeba-test.eng-gos 1.3 0.271 1152 5513 1.000
Tatoeba-test.eng-gsw 0.9 0.161 205 984 1.000
Tatoeba-test.eng-hrx 3.1 0.200 221 1297 1.000
Tatoeba-test.eng-jam 1.5 0.112 35 148 1.000
Tatoeba-test.eng-ksh 1.0 0.172 26 208 1.000
Tatoeba-test.eng-ltz 11.3 0.268 283 1733 1.000
Tatoeba-test.eng-nds 16.4 0.411 2500 18258 0.990
Tatoeba-test.eng-nld 50.1 0.676 10000 71423 0.979
Tatoeba-test.eng-pdc 2.6 0.210 53 386 1.000
Tatoeba-test.eng-sco 34.3 0.594 27 214 1.000
Tatoeba-test.eng-stq 7.6 0.362 5 32 1.000
Tatoeba-test.eng-swg 0.9 0.170 33 259 1.000
Tatoeba-test.eng-tpi 1.6 0.150 49 257 1.000
Tatoeba-test.eng-yid 2.2 0.194 1168 8087 1.000
Tatoeba-test.enm-afr 22.9 0.416 2 8 0.717
Tatoeba-test.enm-ang 0.5 0.057 14 65 0.779
Tatoeba-test.enm-deu 38.4 0.505 11 59 0.983
Tatoeba-test.enm-eng 23.2 0.516 49 294 1.000
Tatoeba-test.enm-fry 16.0 0.178 1 4 1.000
Tatoeba-test.enm-gos 9.1 0.450 4 19 1.000
Tatoeba-test.enm-ksh 3.1 0.129 2 8 1.000
Tatoeba-test.enm-nds 14.0 0.348 3 17 1.000
Tatoeba-test.enm-nld 46.9 0.602 4 21 1.000
Tatoeba-test.enm-yid 2.5 0.182 40 200 1.000
Tatoeba-test.frr-deu 5.5 0.219 71 459 1.000
Tatoeba-test.frr-eng 18.4 0.198 2 9 0.751
Tatoeba-test.frr-fry 3.5 0.095 3 18 1.000
Tatoeba-test.frr-gos 3.1 0.156 3 17 1.000
Tatoeba-test.frr-nds 12.4 0.145 1 5 0.779
Tatoeba-test.frr-nld 5.7 0.200 6 30 0.931
Tatoeba-test.frr-stq 2.6 0.137 4 26 1.000
Tatoeba-test.fry-afr 0.0 1.000 1 3 1.000
Tatoeba-test.fry-deu 28.7 0.545 66 432 1.000
Tatoeba-test.fry-eng 31.5 0.495 205 1500 0.998
Tatoeba-test.fry-enm 4.8 0.171 1 4 1.000
Tatoeba-test.fry-frr 4.0 0.178 3 18 1.000
Tatoeba-test.fry-gos 1.4 0.304 36 212 1.000
Tatoeba-test.fry-ltz 20.3 0.322 2 25 0.570
Tatoeba-test.fry-nds 9.7 0.081 1 5 1.000
Tatoeba-test.fry-nld 42.1 0.629 233 1672 1.000
Tatoeba-test.fry-stq 2.2 0.216 24 136 1.000
Tatoeba-test.fry-yid 3.1 0.165 3 14 1.000
Tatoeba-test.gos-afr 11.4 0.333 4 27 0.797
Tatoeba-test.gos-ang 0.0 0.037 1 5 0.018
Tatoeba-test.gos-deu 15.8 0.374 170 891 1.000
Tatoeba-test.gos-eng 13.9 0.313 1152 5621 1.000
Tatoeba-test.gos-enm 13.4 0.270 4 21 1.000
Tatoeba-test.gos-frr 4.2 0.096 3 15 1.000
Tatoeba-test.gos-fry 10.0 0.350 36 218 1.000
Tatoeba-test.gos-ltz 5.1 0.190 28 137 1.000
Tatoeba-test.gos-nds 4.5 0.241 7 36 1.000
Tatoeba-test.gos-nld 15.9 0.408 1852 9902 0.959
Tatoeba-test.gos-stq 1.7 0.206 34 204 1.000
Tatoeba-test.gos-yid 3.8 0.162 9 44 0.977
Tatoeba-test.gsw-deu 11.6 0.337 62 292 1.000
Tatoeba-test.gsw-eng 12.9 0.308 205 990 1.000
Tatoeba-test.hrx-deu 23.6 0.475 471 2805 0.991
Tatoeba-test.hrx-eng 18.8 0.352 221 1235 1.000
Tatoeba-test.hrx-yid 0.0 0.114 1 4 0.368
Tatoeba-test.jam-eng 9.2 0.230 35 158 0.921
Tatoeba-test.ksh-deu 15.3 0.423 38 441 0.982
Tatoeba-test.ksh-eng 5.1 0.234 26 207 0.961
Tatoeba-test.ksh-enm 10.2 0.383 2 8 1.000
Tatoeba-test.ltz-afr 35.1 0.507 14 66 0.985
Tatoeba-test.ltz-ang 0.0 0.042 1 4 0.368
Tatoeba-test.ltz-deu 36.6 0.552 337 2144 1.000
Tatoeba-test.ltz-eng 31.2 0.475 283 1751 1.000
Tatoeba-test.ltz-fry 31.2 0.656 2 24 1.000
Tatoeba-test.ltz-gos 1.9 0.173 28 135 1.000
Tatoeba-test.ltz-nld 37.5 0.522 273 1567 1.000
Tatoeba-test.ltz-stq 2.8 0.170 6 24 1.000
Tatoeba-test.ltz-yid 2.9 0.192 11 60 1.000
Tatoeba-test.multi-multi 37.1 0.569 10000 73153 1.000
Tatoeba-test.nds-deu 34.4 0.572 10000 74551 1.000
Tatoeba-test.nds-eng 29.6 0.492 2500 17584 1.000
Tatoeba-test.nds-enm 7.6 0.179 3 18 0.943
Tatoeba-test.nds-frr 4.2 0.129 1 4 1.000
Tatoeba-test.nds-fry 12.4 0.065 1 5 0.779
Tatoeba-test.nds-gos 1.3 0.242 7 35 1.000
Tatoeba-test.nds-nld 42.1 0.621 1657 11489 0.994
Tatoeba-test.nds-swg 0.4 0.180 14 214 1.000
Tatoeba-test.nds-yid 6.1 0.285 2 12 1.000
Tatoeba-test.nld-afr 59.0 0.756 1056 6823 1.000
Tatoeba-test.nld-deu 50.5 0.687 10000 72428 1.000
Tatoeba-test.nld-eng 54.4 0.702 10000 69840 0.974
Tatoeba-test.nld-enm 8.2 0.249 4 22 0.953
Tatoeba-test.nld-frr 2.8 0.239 6 28 1.000
Tatoeba-test.nld-fry 23.2 0.456 233 1679 1.000
Tatoeba-test.nld-gos 2.1 0.283 1852 9534 1.000
Tatoeba-test.nld-ltz 10.4 0.277 273 1532 1.000
Tatoeba-test.nld-nds 21.7 0.461 1657 11711 0.998
Tatoeba-test.nld-sco 22.7 0.435 2 15 1.000
Tatoeba-test.nld-stq 1.7 0.270 21 121 1.000
Tatoeba-test.nld-swg 3.1 0.154 1 9 1.000
Tatoeba-test.nld-yid 5.8 0.229 55 337 1.000
Tatoeba-test.pdc-deu 40.4 0.496 24 140 1.000
Tatoeba-test.pdc-eng 24.3 0.402 53 399 1.000
Tatoeba-test.sco-deu 20.8 0.368 10 74 0.871
Tatoeba-test.sco-eng 42.6 0.586 27 216 1.000
Tatoeba-test.sco-nld 35.6 0.524 2 17 0.875
Tatoeba-test.stq-deu 8.2 0.304 10 52 1.000
Tatoeba-test.stq-eng 21.3 0.429 5 34 0.970
Tatoeba-test.stq-frr 1.7 0.111 4 24 1.000
Tatoeba-test.stq-fry 8.3 0.273 24 135 0.978
Tatoeba-test.stq-gos 0.7 0.202 34 199 1.000
Tatoeba-test.stq-ltz 1.4 0.094 6 23 1.000
Tatoeba-test.stq-nld 16.9 0.396 21 125 0.976
Tatoeba-test.stq-yid 3.5 0.144 4 18 1.000
Tatoeba-test.swg-bar 0.0 0.128 1 3 1.000
Tatoeba-test.swg-deu 9.1 0.338 1523 15630 0.989
Tatoeba-test.swg-eng 11.5 0.293 33 251 1.000
Tatoeba-test.swg-nds 0.7 0.194 14 258 0.814
Tatoeba-test.swg-nld 10.8 0.247 1 9 0.882
Tatoeba-test.swg-yid 1.1 0.157 10 78 1.000
Tatoeba-test.tpi-deu 2.1 0.126 30 159 1.000
Tatoeba-test.tpi-eng 2.4 0.183 49 228 1.000
Tatoeba-test.yid-afr 19.0 0.764 1 4 1.000
Tatoeba-test.yid-ang 0.9 0.085 30 161 1.000
Tatoeba-test.yid-bar 4.8 0.073 2 7 1.000
Tatoeba-test.yid-deu 17.9 0.382 556 3332 1.000
Tatoeba-test.yid-eng 15.2 0.337 1168 7738 1.000
Tatoeba-test.yid-enm 1.6 0.166 40 201 1.000
Tatoeba-test.yid-fry 12.3 0.166 3 13 0.920
Tatoeba-test.yid-gos 4.6 0.197 9 41 1.000
Tatoeba-test.yid-hrx 12.7 0.128 1 4 1.000
Tatoeba-test.yid-ltz 5.9 0.286 11 58 1.000
Tatoeba-test.yid-nds 7.1 0.402 2 11 1.000
Tatoeba-test.yid-nld 21.3 0.402 55 323 1.000
Tatoeba-test.yid-stq 9.9 0.157 4 17 0.939
Tatoeba-test.yid-swg 1.1 0.145 10 76 1.000

opusTCv20210807_transformer-big_2022-08-11.zip

  • dataset: opusTCv20210807
  • model: transformer-big
  • source language(s): afr ang_Latn bar bis bzj bzj_Latn deu djk djk_Latn drt_Latn eng enm_Latn frr fry gos gsw hrx_Latn jam kri ksh lim ltz nds nld ofs_Latn pcm pdc pdt pfl pih pih_Latn pis pis_Latn sco srm srm_Latn srn stq swg tpi vls wae wes wes_Latn yid zea
  • target language(s): afr ang_Latn bar bis bzj bzj_Latn deu djk djk_Latn drt_Latn eng enm_Latn frr fry gos gsw hrx_Latn jam kri ksh lim ltz nds nld ofs_Latn pcm pdc pdt pfl pih pih_Latn pis pis_Latn sco srm srm_Latn srn stq swg tpi vls wae wes wes_Latn yid zea
  • raw source language(s): afr ang bar bis bzj deu djk drt eng enm frr fry gos gsw hrx jam kri ksh lim ltz nds nld ofs pcm pdc pdt pfl pih pis sco srm srn stq swg tpi vls wae wes yid zea
  • raw target language(s): afr ang bar bis bzj deu djk drt eng enm frr fry gos gsw hrx jam kri ksh lim ltz nds nld ofs pcm pdc pdt pfl pih pis sco srm srn stq swg tpi vls wae wes yid zea
  • model: transformer-big
  • pre-processing: normalization + SentencePiece (spm32k,spm32k)
  • a sentence initial language token is required in the form of >>id<< (id = valid target language ID)
  • valid language labels:
  • download: opusTCv20210807_transformer-big_2022-08-11.zip
  • test set translations: opusTCv20210807_transformer-big_2022-08-11.test.txt
  • test set scores: opusTCv20210807_transformer-big_2022-08-11.eval.txt

Benchmarks

testset BLEU chr-F #sent #words BP
newssyscomb2009.deu-eng 28.2 0.54992 502 11821 0.983
newssyscomb2009.eng-deu 23.2 0.53867 502 11271 0.984
news-test2008.deu-eng 27.2 0.54584 2051 49380 0.986
news-test2008.eng-deu 23.7 0.53204 2051 47427 1.000
newstest2009.deu-eng 25.9 0.53749 2525 65402 0.966
newstest2009.eng-deu 22.9 0.53283 2525 62816 0.996
newstest2010.deu-eng 30.6 0.58356 2489 61724 1.000
newstest2010.eng-deu 25.8 0.54886 2489 61511 0.963
newstest2011.deu-eng 26.3 0.54883 3003 74681 0.989
newstest2011.eng-deu 23.1 0.52712 3003 72981 0.986
newstest2012.deu-eng 28.5 0.56160 3003 72812 1.000
newstest2012.eng-deu 23.3 0.52662 3003 72886 0.966
newstest2013.deu-eng 31.4 0.57770 3000 64505 0.997
newstest2013.eng-deu 27.8 0.55774 3000 63737 0.982
newstest2014-deen.deu-eng 33.2 0.59826 3003 67337 0.964
newstest2014-deen.eng-deu 29.6 0.59441 3003 62964 1.000
newstest2015-ende.deu-eng 33.4 0.59660 2169 46443 0.962
newstest2015-ende.eng-deu 32.3 0.59889 2169 44260 1.000
newstest2016-ende.deu-eng 39.8 0.64736 2999 64126 0.986
newstest2016-ende.eng-deu 38.3 0.64429 2999 62670 0.993
newstest2017-ende.deu-eng 35.2 0.60933 3004 64399 0.969
newstest2017-ende.eng-deu 30.7 0.59258 3004 61291 1.000
newstest2018-ende.deu-eng 42.6 0.66796 2998 67013 0.964
newstest2018-ende.eng-deu 46.5 0.69605 2998 64276 1.000
newstest2019-deen.deu-eng 39.8 0.63766 2000 39282 0.984
newstest2019-ende.eng-deu 43.3 0.66880 1997 48969 0.994
Tatoeba-test-v2021-08-07.afr-ang 0.0 4.705 1 4 1.000
Tatoeba-test-v2021-08-07.afr-deu 50.3 0.68633 1583 9105 1.000
Tatoeba-test-v2021-08-07.afr-eng 56.4 0.70502 1374 9622 0.996
Tatoeba-test-v2021-08-07.afr-enm 0.0 6.436 2 8 1.000
Tatoeba-test-v2021-08-07.afr-fry 0.0 1.736 1 3 1.000
Tatoeba-test-v2021-08-07.afr-gos 3.0 0.16326 4 24 1.000
Tatoeba-test-v2021-08-07.afr-ltz 6.5 0.23630 14 66 0.953
Tatoeba-test-v2021-08-07.afr-nld 55.5 0.71500 1056 6710 0.988
Tatoeba-test-v2021-08-07.afr-yid 0.0 0.55819 1 4 0.717
Tatoeba-test-v2021-08-07.ang-afr 8.1 9.950 1 4 1.000
Tatoeba-test-v2021-08-07.ang-ang 1.6 0.11522 1 4 1.000
Tatoeba-test-v2021-08-07.ang-bar 0.0 8.503 1 4 0.717
Tatoeba-test-v2021-08-07.ang-deu 4.5 0.17857 71 648 0.874
Tatoeba-test-v2021-08-07.ang-eng 10.6 0.21434 193 2086 0.928
Tatoeba-test-v2021-08-07.ang-enm 0.9 0.13228 22 102 1.000
Tatoeba-test-v2021-08-07.ang-gos 6.6 0.18394 1 4 1.000
Tatoeba-test-v2021-08-07.ang-ltz 0.0 4.808 1 4 0.717
Tatoeba-test-v2021-08-07.ang-nld 15.2 0.38607 2 9 1.000
Tatoeba-test-v2021-08-07.ang-yid 0.7 0.11079 33 191 0.780
Tatoeba-test-v2021-08-07.bar-ang 0.0 8.026 1 4 1.000
Tatoeba-test-v2021-08-07.bar-bar 54.1 0.57238 1 8 1.000
Tatoeba-test-v2021-08-07.bar-deu 13.8 0.31887 73 600 0.943
Tatoeba-test-v2021-08-07.bar-eng 6.0 0.19452 96 749 1.000
Tatoeba-test-v2021-08-07.bar-ofs 3.1 0.19960 1 20 1.000
Tatoeba-test-v2021-08-07.bar-swg 16.0 0.15461 1 3 1.000
Tatoeba-test-v2021-08-07.bar-yid 2.8 9.279 6 32 0.902
Tatoeba-test-v2021-08-07.deu-afr 54.2 0.70191 1583 9507 1.000
Tatoeba-test-v2021-08-07.deu-ang 0.2 0.10463 71 621 1.000
Tatoeba-test-v2021-08-07.deu-bar 1.7 0.26631 73 613 0.975
Tatoeba-test-v2021-08-07.deu-deu 34.6 0.57304 2500 20797 0.989
Tatoeba-test-v2021-08-07.deu-drt 2.7 0.28050 7 49 1.000
Tatoeba-test-v2021-08-07.deu-eng 48.4 0.65919 17565 149415 0.972
Tatoeba-test-v2021-08-07.deu-enm 2.5 0.17398 21 121 1.000
Tatoeba-test-v2021-08-07.deu-frr 0.2 0.12491 278 1854 1.000
Tatoeba-test-v2021-08-07.deu-fry 17.9 0.36187 79 550 0.893
Tatoeba-test-v2021-08-07.deu-gos 0.3 0.14417 207 1135 1.000
Tatoeba-test-v2021-08-07.deu-gsw 0.4 0.17559 67 313 1.000
Tatoeba-test-v2021-08-07.deu-hrx 2.2 0.28830 471 2729 1.000
Tatoeba-test-v2021-08-07.deu-ksh 0.9 0.20326 38 436 1.000
Tatoeba-test-v2021-08-07.deu-lim 5.2 0.34404 5 30 0.966
Tatoeba-test-v2021-08-07.deu-ltz 19.3 0.32462 347 2206 0.997
Tatoeba-test-v2021-08-07.deu-nds 23.2 0.48028 9999 76119 0.982
Tatoeba-test-v2021-08-07.deu-nld 54.4 0.71366 10218 75208 0.977
Tatoeba-test-v2021-08-07.deu-pdc 5.3 0.26626 24 144 1.000
Tatoeba-test-v2021-08-07.deu-sco 18.3 0.33651 10 70 0.926
Tatoeba-test-v2021-08-07.deu-stq 1.5 0.23982 17 104 1.000
Tatoeba-test-v2021-08-07.deu-swg 1.1 0.20937 1523 15447 1.000
Tatoeba-test-v2021-08-07.deu-tpi 42.9 0.61690 30 178 1.000
Tatoeba-test-v2021-08-07.deu-yid 0.4 9.234 853 5353 0.801
Tatoeba-test-v2021-08-07.deu-zea 4.6 0.31479 3 20 1.000
Tatoeba-test-v2021-08-07.drt-deu 53.4 0.71148 7 49 1.000
Tatoeba-test-v2021-08-07.drt-drt 0.8 0.10918 2 10 1.000
Tatoeba-test-v2021-08-07.drt-eng 41.9 0.60142 11 79 1.000
Tatoeba-test-v2021-08-07.drt-enm 3.3 0.12000 2 8 1.000
Tatoeba-test-v2021-08-07.drt-fry 26.3 0.43513 10 65 0.969
Tatoeba-test-v2021-08-07.drt-gos 0.8 0.20639 15 91 1.000
Tatoeba-test-v2021-08-07.drt-lim 3.3 0.19717 4 25 0.959
Tatoeba-test-v2021-08-07.drt-ltz 8.2 0.28343 8 57 0.908
Tatoeba-test-v2021-08-07.drt-nds 7.6 0.30398 3 19 1.000
Tatoeba-test-v2021-08-07.drt-nld 62.9 0.73241 16 104 0.961
Tatoeba-test-v2021-08-07.drt-stq 2.5 0.27512 4 35 1.000
Tatoeba-test-v2021-08-07.drt-yid 2.1 8.106 3 27 0.449
Tatoeba-test-v2021-08-07.drt-zea 3.6 0.35940 3 20 1.000
Tatoeba-test-v2021-08-07.eng-afr 56.4 0.71940 1374 10314 0.990
Tatoeba-test-v2021-08-07.eng-ang 2.6 0.12956 193 1983 1.000
Tatoeba-test-v2021-08-07.eng-bar 1.2 0.17970 96 831 0.894
Tatoeba-test-v2021-08-07.eng-deu 41.8 0.62912 17565 151539 1.000
Tatoeba-test-v2021-08-07.eng-drt 1.4 0.27933 11 77 1.000
Tatoeba-test-v2021-08-07.eng-eng 66.3 0.80136 12062 115099 0.959
Tatoeba-test-v2021-08-07.eng-enm 0.6 0.19389 67 484 1.000
Tatoeba-test-v2021-08-07.eng-frr 0.4 0.14087 197 1336 1.000
Tatoeba-test-v2021-08-07.eng-fry 19.0 0.36567 220 1600 0.966
Tatoeba-test-v2021-08-07.eng-gos 0.2 0.15758 1154 5524 1.000
Tatoeba-test-v2021-08-07.eng-gsw 1.0 0.22861 205 984 1.000
Tatoeba-test-v2021-08-07.eng-hrx 2.3 0.26884 221 1297 1.000
Tatoeba-test-v2021-08-07.eng-jam 1.2 0.11013 35 148 1.000
Tatoeba-test-v2021-08-07.eng-ksh 1.1 0.23592 26 208 1.000
Tatoeba-test-v2021-08-07.eng-lim 3.8 0.20156 7 41 1.000
Tatoeba-test-v2021-08-07.eng-ltz 17.2 0.32619 293 1828 0.996
Tatoeba-test-v2021-08-07.eng-nds 16.9 0.39148 2500 18258 0.990
Tatoeba-test-v2021-08-07.eng-nld 54.3 0.70929 12696 91769 0.986
Tatoeba-test-v2021-08-07.eng-ofs 1.9 0.19377 2 16 1.000
Tatoeba-test-v2021-08-07.eng-pdc 5.3 0.26317 53 386 1.000
Tatoeba-test-v2021-08-07.eng-sco 21.4 0.50135 73 671 1.000
Tatoeba-test-v2021-08-07.eng-srn 37.0 0.65920 2 7 1.000
Tatoeba-test-v2021-08-07.eng-stq 1.5 0.29753 11 74 1.000
Tatoeba-test-v2021-08-07.eng-swg 2.5 0.23230 34 265 1.000
Tatoeba-test-v2021-08-07.eng-tpi 34.5 0.53886 49 257 1.000
Tatoeba-test-v2021-08-07.eng-yid 0.4 9.648 2483 16388 0.785
Tatoeba-test-v2021-08-07.eng-zea 2.7 0.28179 3 20 1.000
Tatoeba-test-v2021-08-07.enm-afr 9.0 0.37040 2 8 1.000
Tatoeba-test-v2021-08-07.enm-ang 1.0 0.10837 22 97 1.000
Tatoeba-test-v2021-08-07.enm-deu 36.4 0.52972 21 121 1.000
Tatoeba-test-v2021-08-07.enm-drt 9.5 0.11976 2 8 1.000
Tatoeba-test-v2021-08-07.enm-eng 22.1 0.44876 67 462 1.000
Tatoeba-test-v2021-08-07.enm-enm 11.2 0.28693 5 22 1.000
Tatoeba-test-v2021-08-07.enm-fry 58.7 0.63860 3 12 1.000
Tatoeba-test-v2021-08-07.enm-gos 3.8 0.21717 6 27 1.000
Tatoeba-test-v2021-08-07.enm-ksh 5.3 0.30467 2 8 1.000
Tatoeba-test-v2021-08-07.enm-ltz 20.1 0.49027 2 8 1.000
Tatoeba-test-v2021-08-07.enm-nds 3.8 0.18523 3 17 1.000
Tatoeba-test-v2021-08-07.enm-nld 33.0 0.53731 8 37 1.000
Tatoeba-test-v2021-08-07.enm-stq 9.5 0.12596 2 8 1.000
Tatoeba-test-v2021-08-07.enm-yid 0.6 0.10641 68 415 0.755
Tatoeba-test-v2021-08-07.frr-deu 5.2 0.22483 278 1879 0.978
Tatoeba-test-v2021-08-07.frr-eng 2.7 0.17707 197 1434 0.932
Tatoeba-test-v2021-08-07.frr-frr 6.4 0.14356 4 24 1.000
Tatoeba-test-v2021-08-07.frr-fry 3.6 0.15691 4 23 0.956
Tatoeba-test-v2021-08-07.frr-gos 0.4 0.12444 10 52 1.000
Tatoeba-test-v2021-08-07.frr-ltz 9.7 0.13394 1 5 1.000
Tatoeba-test-v2021-08-07.frr-nds 6.4 0.24056 2 11 0.905
Tatoeba-test-v2021-08-07.frr-nld 3.3 0.19589 13 70 0.926
Tatoeba-test-v2021-08-07.frr-stq 1.2 0.10919 4 26 1.000
Tatoeba-test-v2021-08-07.fry-afr 0.0 0.22123 1 3 1.000
Tatoeba-test-v2021-08-07.fry-deu 28.7 0.48820 79 512 1.000
Tatoeba-test-v2021-08-07.fry-drt 0.7 0.18387 10 65 1.000
Tatoeba-test-v2021-08-07.fry-eng 24.5 0.40304 220 1573 0.978
Tatoeba-test-v2021-08-07.fry-enm 7.0 0.16853 3 12 1.000
Tatoeba-test-v2021-08-07.fry-frr 0.9 7.786 4 23 1.000
Tatoeba-test-v2021-08-07.fry-gos 0.6 0.17728 68 401 1.000
Tatoeba-test-v2021-08-07.fry-lim 4.0 0.20513 4 25 1.000
Tatoeba-test-v2021-08-07.fry-ltz 22.2 0.41580 26 166 0.963
Tatoeba-test-v2021-08-07.fry-nds 11.4 0.40375 4 24 1.000
Tatoeba-test-v2021-08-07.fry-nld 40.5 0.54939 260 1854 1.000
Tatoeba-test-v2021-08-07.fry-ofs 1.4 0.12950 4 26 1.000
Tatoeba-test-v2021-08-07.fry-stq 0.4 0.14482 32 192 1.000
Tatoeba-test-v2021-08-07.fry-yid 1.4 9.400 14 82 0.740
Tatoeba-test-v2021-08-07.fry-zea 0.6 5.906 2 15 1.000
Tatoeba-test-v2021-08-07.gos-afr 43.2 0.59703 4 27 0.962
Tatoeba-test-v2021-08-07.gos-ang 8.1 0.15331 1 5 1.000
Tatoeba-test-v2021-08-07.gos-deu 25.4 0.45302 207 1168 0.952
Tatoeba-test-v2021-08-07.gos-drt 1.5 0.23575 15 94 1.000
Tatoeba-test-v2021-08-07.gos-eng 23.9 0.37587 1154 5634 1.000
Tatoeba-test-v2021-08-07.gos-enm 2.8 0.18062 6 29 1.000
Tatoeba-test-v2021-08-07.gos-frr 0.5 0.13927 10 50 1.000
Tatoeba-test-v2021-08-07.gos-fry 22.2 0.44738 68 409 0.980
Tatoeba-test-v2021-08-07.gos-gos 1.0 0.22983 34 173 1.000
Tatoeba-test-v2021-08-07.gos-lim 3.8 0.20394 6 33 1.000
Tatoeba-test-v2021-08-07.gos-ltz 13.2 0.27890 46 252 0.904
Tatoeba-test-v2021-08-07.gos-nds 4.6 0.30529 16 109 1.000
Tatoeba-test-v2021-08-07.gos-nld 26.1 0.45701 1852 9902 0.965
Tatoeba-test-v2021-08-07.gos-ofs 0.7 0.11703 4 26 1.000
Tatoeba-test-v2021-08-07.gos-stq 0.6 0.19395 41 254 1.000
Tatoeba-test-v2021-08-07.gos-yid 2.8 0.11774 36 206 0.707
Tatoeba-test-v2021-08-07.gos-zea 2.3 0.26418 4 25 1.000
Tatoeba-test-v2021-08-07.gsw-deu 27.5 0.44989 67 319 0.929
Tatoeba-test-v2021-08-07.gsw-eng 19.1 0.35206 205 990 0.955
Tatoeba-test-v2021-08-07.gsw-nld 23.6 0.43814 1 5 1.000
Tatoeba-test-v2021-08-07.gsw-yid 12.4 8.367 1 5 0.779
Tatoeba-test-v2021-08-07.hrx-deu 30.0 0.51840 471 2805 0.956
Tatoeba-test-v2021-08-07.hrx-eng 29.2 0.42778 221 1235 1.000
Tatoeba-test-v2021-08-07.hrx-yid 0.0 7.184 1 4 0.717
Tatoeba-test-v2021-08-07.jam-eng 15.0 0.37771 35 158 0.948
Tatoeba-test-v2021-08-07.ksh-deu 16.3 0.43290 38 441 0.968
Tatoeba-test-v2021-08-07.ksh-eng 4.7 0.25580 26 207 0.956
Tatoeba-test-v2021-08-07.ksh-enm 3.9 0.11874 2 8 1.000
Tatoeba-test-v2021-08-07.ksh-ksh 0.0 0.000 1 7 0.002
Tatoeba-test-v2021-08-07.lim-deu 58.6 0.68147 5 28 1.000
Tatoeba-test-v2021-08-07.lim-drt 6.8 0.35958 4 25 1.000
Tatoeba-test-v2021-08-07.lim-eng 59.7 0.66629 7 43 0.952
Tatoeba-test-v2021-08-07.lim-fry 7.2 0.21997 4 25 0.873
Tatoeba-test-v2021-08-07.lim-gos 0.8 0.21442 6 31 1.000
Tatoeba-test-v2021-08-07.lim-ltz 8.9 0.22665 3 18 0.882
Tatoeba-test-v2021-08-07.lim-nds 5.8 0.33485 3 19 1.000
Tatoeba-test-v2021-08-07.lim-nld 47.5 0.68145 11 63 0.934
Tatoeba-test-v2021-08-07.lim-stq 9.5 0.48601 1 9 1.000
Tatoeba-test-v2021-08-07.lim-zea 7.4 0.34979 3 20 1.000
Tatoeba-test-v2021-08-07.ltz-afr 19.6 0.27914 14 66 0.969
Tatoeba-test-v2021-08-07.ltz-ang 0.0 0.000 1 4 0.050
Tatoeba-test-v2021-08-07.ltz-deu 21.0 0.37005 347 2208 1.000
Tatoeba-test-v2021-08-07.ltz-drt 1.9 0.26693 8 54 1.000
Tatoeba-test-v2021-08-07.ltz-eng 30.1 0.37764 293 1840 0.999
Tatoeba-test-v2021-08-07.ltz-enm 0.9 0.10239 2 8 1.000
Tatoeba-test-v2021-08-07.ltz-frr 3.4 8.781 1 5 1.000
Tatoeba-test-v2021-08-07.ltz-fry 27.3 0.47498 26 158 1.000
Tatoeba-test-v2021-08-07.ltz-gos 0.8 0.13317 46 242 1.000
Tatoeba-test-v2021-08-07.ltz-lim 6.7 0.26150 3 19 0.946
Tatoeba-test-v2021-08-07.ltz-ltz 15.1 0.34562 6 38 0.918
Tatoeba-test-v2021-08-07.ltz-nds 13.5 0.45894 3 19 1.000
Tatoeba-test-v2021-08-07.ltz-nld 26.4 0.32392 292 1685 0.955
Tatoeba-test-v2021-08-07.ltz-stq 1.3 0.21523 13 73 1.000
Tatoeba-test-v2021-08-07.ltz-yid 4.6 0.13951 20 113 0.927
Tatoeba-test-v2021-08-07.ltz-zea 4.9 0.19406 1 9 0.882
Tatoeba-test-v2021-08-07.multi-multi 40.4 0.59400 10000 74505 1.000
Tatoeba-test-v2021-08-07.nds-deu 45.5 0.63898 9999 74544 0.982
Tatoeba-test-v2021-08-07.nds-drt 3.1 0.35509 3 19 1.000
Tatoeba-test-v2021-08-07.nds-eng 38.4 0.55112 2500 17584 0.995
Tatoeba-test-v2021-08-07.nds-enm 2.5 0.19619 3 18 1.000
Tatoeba-test-v2021-08-07.nds-frr 5.5 0.16291 2 10 1.000
Tatoeba-test-v2021-08-07.nds-fry 10.6 0.41686 4 24 0.913
Tatoeba-test-v2021-08-07.nds-gos 0.4 0.20065 16 105 1.000
Tatoeba-test-v2021-08-07.nds-lim 3.9 0.33573 3 19 0.889
Tatoeba-test-v2021-08-07.nds-ltz 19.1 0.31754 3 18 0.882
Tatoeba-test-v2021-08-07.nds-nld 49.8 0.66676 1657 11489 0.992
Tatoeba-test-v2021-08-07.nds-stq 9.7 0.40158 1 9 0.882
Tatoeba-test-v2021-08-07.nds-swg 0.8 0.17530 14 214 0.932
Tatoeba-test-v2021-08-07.nds-yid 0.7 9.719 18 127 0.960
Tatoeba-test-v2021-08-07.nds-zea 3.4 0.34266 2 14 1.000
Tatoeba-test-v2021-08-07.nld-afr 62.3 0.76610 1056 6823 1.000
Tatoeba-test-v2021-08-07.nld-ang 1.5 0.13019 2 9 1.000
Tatoeba-test-v2021-08-07.nld-deu 56.7 0.73047 10218 74121 0.999
Tatoeba-test-v2021-08-07.nld-drt 1.5 0.27305 16 102 1.000
Tatoeba-test-v2021-08-07.nld-eng 60.2 0.73940 12696 89970 0.982
Tatoeba-test-v2021-08-07.nld-enm 3.2 0.18169 8 41 1.000
Tatoeba-test-v2021-08-07.nld-frr 1.8 0.18244 13 65 1.000
Tatoeba-test-v2021-08-07.nld-fry 31.0 0.47959 260 1857 1.000
Tatoeba-test-v2021-08-07.nld-gos 0.5 0.16557 1852 9534 1.000
Tatoeba-test-v2021-08-07.nld-gsw 5.7 0.44773 1 5 1.000
Tatoeba-test-v2021-08-07.nld-lim 5.6 0.25997 11 61 0.950
Tatoeba-test-v2021-08-07.nld-ltz 18.0 0.33439 292 1658 1.000
Tatoeba-test-v2021-08-07.nld-nds 20.0 0.43743 1657 11711 1.000
Tatoeba-test-v2021-08-07.nld-nld 44.9 0.63646 1000 7196 0.979
Tatoeba-test-v2021-08-07.nld-ofs 0.7 0.19077 10 95 1.000
Tatoeba-test-v2021-08-07.nld-sco 37.0 0.68223 2 15 1.000
Tatoeba-test-v2021-08-07.nld-stq 0.7 0.23145 26 162 1.000
Tatoeba-test-v2021-08-07.nld-swg 3.0 0.23839 2 14 1.000
Tatoeba-test-v2021-08-07.nld-yid 0.9 9.617 151 911 0.915
Tatoeba-test-v2021-08-07.nld-zea 2.5 0.34200 4 25 1.000
Tatoeba-test-v2021-08-07.ofs-bar 22.3 0.31888 1 20 1.000
Tatoeba-test-v2021-08-07.ofs-eng 4.2 0.15153 2 15 1.000
Tatoeba-test-v2021-08-07.ofs-fry 2.2 0.14805 4 24 1.000
Tatoeba-test-v2021-08-07.ofs-gos 0.6 0.18736 4 22 1.000
Tatoeba-test-v2021-08-07.ofs-nld 0.9 0.19884 10 97 0.947
Tatoeba-test-v2021-08-07.ofs-stq 10.7 0.15216 1 3 1.000
Tatoeba-test-v2021-08-07.ofs-yid 4.2 9.753 1 10 1.000
Tatoeba-test-v2021-08-07.pdc-deu 39.5 0.49683 24 140 0.993
Tatoeba-test-v2021-08-07.pdc-eng 34.6 0.47919 53 399 0.990
Tatoeba-test-v2021-08-07.sco-deu 17.2 0.31307 10 74 0.792
Tatoeba-test-v2021-08-07.sco-eng 25.9 0.43718 73 675 0.968
Tatoeba-test-v2021-08-07.sco-nld 43.7 0.55897 2 17 0.939
Tatoeba-test-v2021-08-07.srn-eng 42.2 0.43374 2 8 1.000
Tatoeba-test-v2021-08-07.stq-deu 35.5 0.56220 17 102 1.000
Tatoeba-test-v2021-08-07.stq-drt 1.0 0.21001 4 33 1.000
Tatoeba-test-v2021-08-07.stq-eng 28.9 0.43818 11 74 1.000
Tatoeba-test-v2021-08-07.stq-enm 0.7 0.10552 2 8 1.000
Tatoeba-test-v2021-08-07.stq-frr 1.3 0.10635 4 24 1.000
Tatoeba-test-v2021-08-07.stq-fry 8.0 0.31224 32 189 1.000
Tatoeba-test-v2021-08-07.stq-gos 0.1 0.13488 41 247 1.000
Tatoeba-test-v2021-08-07.stq-lim 0.0 0.16706 1 9 0.751
Tatoeba-test-v2021-08-07.stq-ltz 5.0 0.20956 13 74 1.000
Tatoeba-test-v2021-08-07.stq-nds 14.3 0.57141 1 9 1.000
Tatoeba-test-v2021-08-07.stq-nld 27.0 0.49046 26 164 1.000
Tatoeba-test-v2021-08-07.stq-ofs 10.7 0.11051 1 4 1.000
Tatoeba-test-v2021-08-07.stq-stq 9.7 0.34826 1 5 1.000
Tatoeba-test-v2021-08-07.stq-yid 3.9 0.12185 8 49 0.823
Tatoeba-test-v2021-08-07.stq-zea 4.8 0.20042 1 9 1.000
Tatoeba-test-v2021-08-07.swg-bar 0.0 0.12798 1 3 1.000
Tatoeba-test-v2021-08-07.swg-deu 16.3 0.40319 1523 15630 1.000
Tatoeba-test-v2021-08-07.swg-eng 22.2 0.40521 34 259 1.000
Tatoeba-test-v2021-08-07.swg-nds 1.4 0.20117 14 258 0.772
Tatoeba-test-v2021-08-07.swg-nld 32.8 0.38592 2 15 0.857
Tatoeba-test-v2021-08-07.swg-yid 2.7 0.13572 10 78 0.788
Tatoeba-test-v2021-08-07.tpi-deu 26.8 0.51890 30 159 1.000
Tatoeba-test-v2021-08-07.tpi-eng 27.1 0.43439 49 228 1.000
Tatoeba-test-v2021-08-07.yid-afr 16.0 7.062 1 4 1.000
Tatoeba-test-v2021-08-07.yid-ang 0.1 1.386 33 173 1.000
Tatoeba-test-v2021-08-07.yid-bar 0.8 7.147 6 26 1.000
Tatoeba-test-v2021-08-07.yid-deu 0.1 6.304 853 5172 1.000
Tatoeba-test-v2021-08-07.yid-drt 0.3 1.412 3 24 1.000
Tatoeba-test-v2021-08-07.yid-eng 0.1 3.715 2483 15449 1.000
Tatoeba-test-v2021-08-07.yid-enm 0.0 1.317 68 406 1.000
Tatoeba-test-v2021-08-07.yid-fry 1.1 0.10452 14 78 1.000
Tatoeba-test-v2021-08-07.yid-gos 0.1 1.512 36 191 1.000
Tatoeba-test-v2021-08-07.yid-gsw 0.0 1.089 1 5 0.018
Tatoeba-test-v2021-08-07.yid-hrx 0.0 0.842 1 4 0.717
Tatoeba-test-v2021-08-07.yid-ltz 2.4 0.10937 20 114 0.798
Tatoeba-test-v2021-08-07.yid-nds 1.3 0.11162 18 123 1.000
Tatoeba-test-v2021-08-07.yid-nld 0.2 5.172 151 880 1.000
Tatoeba-test-v2021-08-07.yid-ofs 1.7 1.445 1 10 1.000
Tatoeba-test-v2021-08-07.yid-stq 0.2 0.591 8 47 1.000
Tatoeba-test-v2021-08-07.yid-swg 0.2 2.158 10 76 1.000
Tatoeba-test-v2021-08-07.yid-yid 0.1 6.596 292 1802 1.000
Tatoeba-test-v2021-08-07.zea-deu 60.4 0.72725 3 18 1.000
Tatoeba-test-v2021-08-07.zea-drt 2.7 0.30118 3 20 1.000
Tatoeba-test-v2021-08-07.zea-eng 50.7 0.56884 3 20 1.000
Tatoeba-test-v2021-08-07.zea-fry 28.6 0.44983 2 15 0.931
Tatoeba-test-v2021-08-07.zea-gos 2.2 0.26821 4 25 1.000
Tatoeba-test-v2021-08-07.zea-lim 3.4 0.30354 3 20 0.949
Tatoeba-test-v2021-08-07.zea-ltz 5.7 0.18940 1 8 0.867
Tatoeba-test-v2021-08-07.zea-nds 34.6 0.51589 2 14 1.000
Tatoeba-test-v2021-08-07.zea-nld 47.5 0.71248 4 25 0.959
Tatoeba-test-v2021-08-07.zea-stq 9.5 0.37879 1 9 1.000