Named Entity Recognition on OntoNotes 5 benchmark leaderboard · SOTA2 Research

Named Entity Recognition on OntoNotes 5

62.23A_T ScoreIS3

Evaluation Results

Method	Links
IS32024.02		62.23	—	66.01
IS32024.02		57.23	—	58.25
IS32024.02		56.11	—	61.44
SelfTrain2024.02		52.23	—	56.14
SelfTrain2024.02		51.71	—	58.51
CFNER2024.02		51.41	—	60.41
RDP2024.02		50.34	—	59.89
IS32024.02		50.23	—	54.65
CFNER2024.02		49.29	—	55.94
RDP2024.02		48.55	—	54.81
CPFD2024.02		48.36	—	58.6
ICE_O2024.02		48.01	—	49.91
CFNER2024.02		46.81	—	54.91
ICE_O2024.02		45.98	—	49.11
ExtendNER2024.02		45.05	—	52.3
DLD2024.02		44.88	—	51.91
ExtendNER2024.02		44.82	—	55.25
CFNER2024.02		44.76	—	50.76
ICE_PLO2024.02		44.66	—	47.72
DLD2024.02		44.53	—	55.17
ICE_PLO2024.02		43.81	—	46.38
CPFD2024.02		43.48	—	50.79
ICE_PLO2024.02		42.69	—	46.95
CPFD2024.02		41.77	—	52.46
ICE_O2024.02		40.82	—	44.71
ICE_PLO2024.02		39.69	—	43.76
RDP2024.02		39.31	—	52.28
ICE_O2024.02		38.87	—	43.51
SelfTrain2024.02		38.32	—	47.07
SelfTrain2024.02		38.26	—	49.31
RDP2024.02		38.25	—	48.14
CPFD2024.02		33.44	—	44.73
ExtendNER2024.02		28.62	—	42.2
OCILNER2024.02		26.31	—	35.96
ExtendNER2024.02		25.71	—	40.34
DLD2024.02		25.25	—	41.43
OCILNER2024.02		23.28	—	30.27
DLD2024.02		22.22	—	38.47
OCILNER2024.02		19.39	—	30.41
OCILNER2024.02		14.91	—	24.72
FT2024.02		4.49	—	20.69
FT2024.02		3.97	—	21.45
FT2024.02		1.65	—	12.91
FT2024.02		1.42	—	12.41
B2NER2024.11		—	88.2	—
BERT2024.11		—	84.28	—
GoLLIE2024.03		—	84.6	—
IEPILE2024.11		—	83.4	—
KnowCoder2024.03		—	88.2	—
KnowCoder-X2024.11		—	88.35	—