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ResearchFormerly WizWand

Word Translation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Word Translation eo-en fastText Wikipedia (test)

Procrustes - ISF

27.9P@1

7

Feb 26, 2026

en-eo Word Translation fastText Wikipedia (test)

Procrustes - CSLS

29.3P@1

7

Feb 26, 2026

Word Translation zh-en fastText Wikipedia (test)

Procrustes - ISF

37.5P@1

7

Feb 26, 2026

en-zh Word Translation fastText Wikipedia (test)

Procrustes - CSLS

42.7P@1

7

Feb 26, 2026

Word Translation ru-en fastText Wikipedia (test)

Procrustes - ISF

63.8Precision@1

7

Feb 26, 2026

en-ru Word Translation fastText Wikipedia (test)

Procrustes - CSLS

51.7P@1

7

Feb 26, 2026

de-en Word Translation fastText Wikipedia (test)

Procrustes - CSLS

72.4P@1

7

Feb 26, 2026

Word Translation en-de fastText Wikipedia (test)

Adv - Refine - CSLS

0.74Precision@1

7

Feb 26, 2026

Word Translation fr-en fastText Wikipedia (test)

Procrustes - CSLS

82.4P@1

7

Feb 26, 2026

en-fr Word Translation fastText Wikipedia (test)

Adv - Refine - CSLS

82.3P@1

7

Feb 26, 2026

Word Translation es-en fastText Wikipedia (test)

Adv - Refine - CSLS

83.3Precision@1

7

Feb 26, 2026

en-es Word Translation fastText Wikipedia (test)

Adv - Refine - CSLS

81.7P@1

7

Feb 26, 2026

WaCky Italian-to-English 1,500 query source words (test)

Procrustes - CSLS

38.5P@1

7

Feb 26, 2026

WaCky English-to-Italian 1,500 query source words (test)

Adv - Refine - CSLS

45.1P@1

7

Feb 26, 2026

WMT11 English-Spanish (Sp->En) (test)

44P@1

4

Feb 26, 2026

WMT11 English-Spanish (En->Sp) (test)

39P@1

4

Feb 26, 2026

Wikipedia Italian-to-English fastText (test)

Adv - Refine - CSLS

58.7P@1

2

Feb 26, 2026

English-to-Italian Wikipedia fastText (test)

Adv - Refine - CSLS

66.2P@1

2

Feb 26, 2026