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WikiAnn

Benchmarks

Task NameDataset NameSOTA ResultTrend
Named Entity RecognitionWikiAnn (test)
Average Accuracy75.67
58
Named Entity RecognitionWikiAnn
F1 Score93.7
32
Zero-shot performance predictionWikiANN
MAE8.62
18
Named Entity RecognitionWikiANN Turkmen tk (test)
F1 Score60.7
6
Named Entity RecognitionWikiANN Māori mi (test)
F1 Score53
6
Named Entity RecognitionWikiANN Igbo (test)
N.F.S. F182
5
Named Entity RecognitionWikiANN Kinyarwanda (test)
F1 (N.F.S.)79
5
Named Entity RecognitionWikiANN Swahili (test)
N.F.S. F192
5
Named Entity RecognitionWikiANN Yoruba (test)
N.F.S. F10.83
5
Named Entity RecognitionWikiANN Telugu (test)
N.F.S. F10.84
5
Named Entity RecognitionWikiANN Kannada (test)
F1 (N.F.S.)80
5
Named Entity RecognitionWikiANN XTREME Oriya (test)
F1 Score24.7
5
Label ProjectionWikiANN multilingual (test)
bn99
4
Named Entity RecognitionWikiANN en
F1 Score59
3
Named Entity RecognitionWikiANN Slovak (test)
F1 (NFS)77
3
Named Entity RecognitionWikiANN Swedish (test)
N.F.S. F187
3
Named Entity RecognitionWikiANN Danish (test)
F1 (NFS)83
3
Named Entity RecognitionWikiANN Malayalam (test)
N.F.S. F183
3
Named Entity RecognitionWikiANN Tamil (test)
N.F.S. F173
3
Named Entity RecognitionWikiAnn ru (test)
Type-aware F191.4
3
Named Entity RecognitionWikiAnn ja (test)
Type-aware F1 Score86.5
3
Named Entity RecognitionWikiAnn en (test)
Type-aware F184.8
3
Named Entity RecognitionWikiAnn ar (test)
Type-Aware F190.3
2
Named Entity RecognitionWikiAnn ko (test)
Type-aware F189.6
2
Named Entity RecognitionWikiAnn es (test)
Type-aware F192.1
2
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