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ResearchFormerly WizWand

6 languages

Benchmarks

TaskDatasetSOTA resultTrendResults

Natural Language Inference

6 languages Averaged (test)

53.4Accuracy

4

Dependency Labeling

6 languages Averaged (test)

58.8F1 Score

4

Masked Language Modeling

6 languages Averaged (test)

42.7MRR

4

Vocabulary Allocation

6 languages Averaged (test)

2,198AR

4

Sentence Retrieval

6 languages All transfers

27.1Accuracy

4

Sentence Retrieval

6 languages (Different script split)

0.23Accuracy

4

Natural Language Inference

6 languages (Same script split)

45.2Accuracy

4

Natural Language Inference

6 languages (Different script split)

42.4Accuracy

4

Dependency Labeling

6 languages Same script

27.8F1 Score

4

Part-of-Speech Tagging

6 languages All transfers

28.8F1 Score

4

Part-of-Speech Tagging

6 languages Different script split

25.8F1 Score

4

Named Entity Recognition

6 languages All transfers

38.7F1 Score

4

Named Entity Recognition

6 languages (Same script split)

59.9F1 Score

4

Named Entity Recognition

6 languages Different script

33.5F1 Score

4