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OntoNotes

Benchmarks

Task NameDataset NameSOTA ResultTrend
Named Entity RecognitionOntoNotes
F1-score92.1
91
Named Entity RecognitionOntoNotes 5.0 (test)
F1 Score91.74
90
Named Entity RecognitionOntoNotes 5.0
F1 Score92.1
79
Named Entity RecognitionOntoNotes 4.0 (test)
F1 Score89.52
55
Named Entity RecognitionOntoNotes 5
A_T Score62.23
44
Entity TypingOntoNotes (test)
Ma-F185.44
37
Named Entity RecognitionONTONOTES (test)
F1 Score89.71
34
Fine-Grained Entity TypingOntoNotes (test)
Macro F1 Score86.6
27
Named Entity RecognitionOntoNotes Onto-C 5.0
Micro F167.58
26
Named Entity RecognitionOntoNotes Onto-B 5.0
Micro-F169.69
26
Named Entity RecognitionOntoNotes Onto-A 5.0
Micro F152.46
26
Named Entity RecognitionOntoNotes to I2B2, CoNLL, WNUT, GUM 5.0 (test)
I2B2 Score45.2
26
Coreference ResolutionOntoNotes
MUC93.7
23
Coreference ResolutionEnglish OntoNotes 5.0 (test)
MUC Precision88.6
18
Named Entity RecognitionOntoNotes 4.0
F1 Score79.18
18
Flat Named Entity RecognitionOntoNotes 5.0 (test)
Micro F191.9
17
Named Entity RecognitionOntonotes 5.0 (50 instances) (test)
F1 Score69.98
16
Coreference ResolutionOntoNotes 5.0 (dev)
CoNLL F183.4
13
Fine-grained Entity TypingOntoNotes augmented (test)
Macro F187.1
12
Named Entity RecognitionOntoNotes WB 5.0
F1 Score68.58
12
Named Entity RecognitionOntoNotes MZ 5.0
F1 Score88.87
12
Named Entity RecognitionOntoNotes Chinese 4.0
F1 Score81.18
12
Named Entity RecognitionOntoNotes FG-8-PG-2 5.0 (test)
A_T61.75
11
Named Entity RecognitionOntoNotes FG-8-PG-1 5.0 (test)
A_T Score55.43
11
Named Entity RecognitionOntoNotes FG-2-PG-2 5.0 (test)
A_T Score58.77
11
Showing 25 of 47 rows