OntoNotes
Benchmarks
TaskDatasetSOTA resultTrendResults
OntoNotes
92.1F1-score
121
OntoNotes 5.0
92.1F1 Score
90
OntoNotes 5.0 (test)
91.74F1 Score
90
OntoNotes 4.0 (test)
89.52F1 Score
55
OntoNotes
93.7MUC
46
OntoNotes 5
62.23A_T Score
44
OntoNotes (test)
85.44Ma-F1
37
ONTONOTES (test)
89.71F1 Score
34
OntoNotes (test)
86.6Macro F1 Score
27
OntoNotes Onto-C 5.0
67.58Micro F1
26
OntoNotes Onto-B 5.0
69.69Micro-F1
26
OntoNotes Onto-A 5.0
52.46Micro F1
26
OntoNotes to I2B2, CoNLL, WNUT, GUM 5.0 (test)
45.2I2B2 Score
26
English OntoNotes 5.0 (test)
88.6MUC Precision
18
OntoNotes 4.0
79.18F1 Score
18
OntoNotes 5.0 (test)
91.9Micro F1
17
Ontonotes 5.0 (50 instances) (test)
69.98F1 Score
16
OntoNotes 5.0 (dev)
83.4CoNLL F1
13
OntoNotes augmented (test)
87.1Macro F1
12
OntoNotes WB 5.0
68.58F1 Score
12
OntoNotes MZ 5.0
88.87F1 Score
12
OntoNotes Chinese 4.0
81.18F1 Score
12
OntoNotes FG-8-PG-2 5.0 (test)
61.75A_T
11
OntoNotes FG-8-PG-1 5.0 (test)
55.43A_T Score
11
OntoNotes FG-2-PG-2 5.0 (test)
58.77A_T Score
11