OntoNotes
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
OntoNotes FG-1-PG-1 5.0 (test)
42.69A_T
11
OntoNotes v1 (test)
83.1CoNLL F1
11
OntoNotes v1 (dev)
83.4CoNLL F1
11
English OntoNotes 5.0 (test)
92.07F1 Score
11
OntoNotes 4
78Precision
10
Ontonotes Cased (test)
88.8F1 Score
10
OntoNotes 5
93.17Accuracy
9
OntoNotes
50.8Entity-level micro-F1
9
OntoNotes (test)
56.6Accuracy
8
OntoNotes
24.9Backward Transfer (BWT)
8
OntoNotes (ON)
80.6CoNLL F1
8
OntoNotes CoNLL-2005 (test)
87.53F1 Score
8
OntoNotes (ON) (test)
80.9CoNLL F1
8
OntoNotes
89Micro-F1
7
OntoNotes Zero-shot
31.14Precision
7
Ontonotes (dev)
79.74F1 Score
7
OntoNotes
6.15Inference Speed (sentences/s)
7
English OntoNotes (test)
89.6Entity micro-F1
7
English Ontonotes NER (test)
1.08Relative Processing Time
6
OntoNotes TC 5.0 (CoNLL 2012 Shared Task) (test)
0.446Precision
6
OntoNotes
60.2Accuracy
6
OntoNotes English
91.43Precision
5
OntoNotes Chinese 5.0 (test)
74.1F1 Score
5
OntoNotes Arabic 5.0 (test)
69.9F1 Score
5
Ontonotes Uncased (test)
84.3F1 Score
3