Named Entity Recognition on i2b2
52.36A_TIS3
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IS3Backbone=roberta-base, Scenario=FG-8-PG-22024.02 | 52.36 | 60.99 | |
| IS3Backbone=roberta-base, Scenario=FG-2-PG-22024.02 | 47.91 | 59.22 | |
| CFNERBackbone=roberta-base, Scenario=FG-2-PG-22024.02 | 43.12 | 54.61 | |
| IS3Backbone=roberta-base, Scenario=FG-8-PG-12024.02 | 42.99 | 52.25 | |
| RDPBackbone=roberta-base, Scenario=FG-8-PG-22024.02 | 42.98 | 56.25 | |
| ICE_PLOBackbone=roberta-base, Scenario=FG-8-PG-22024.02 | 39.88 | 44.34 | |
| ICE_OBackbone=roberta-base, Scenario=FG-8-PG-22024.02 | 36.95 | 41.95 | |
| CFNERBackbone=roberta-base, Scenario=FG-8-PG-22024.02 | 36.19 | 49.46 | |
| RDPBackbone=roberta-base, Scenario=FG-2-PG-22024.02 | 35.38 | 53.81 | |
| ICE_PLOBackbone=roberta-base, Scenario=FG-8-PG-12024.02 | 34.34 | 41.07 | |
| IS3Backbone=roberta-base, Scenario=FG-1-PG-12024.02 | 34.14 | 51.61 | |
| CFNERBackbone=roberta-base, Scenario=FG-8-PG-12024.02 | 33.52 | 38.61 | |
| ICE_OBackbone=roberta-base, Scenario=FG-2-PG-22024.02 | 33.17 | 38.16 | |
| ICE_OBackbone=roberta-base, Scenario=FG-8-PG-12024.02 | 32.77 | 40.58 | |
| CFNERBackbone=roberta-base, Scenario=FG-1-PG-12024.02 | 32.65 | 47.06 | |
| ICE_PLOBackbone=roberta-base, Scenario=FG-2-PG-22024.02 | 32.14 | 37.34 | |
| ICE_PLOBackbone=roberta-base, Scenario=FG-1-PG-12024.02 | 29.89 | 36.65 | |
| SelfTrainBackbone=roberta-base, Scenario=FG-8-PG-22024.02 | 27.85 | 45.8 | |
| DLDBackbone=roberta-base, Scenario=FG-2-PG-22024.02 | 27.12 | 45.81 | |
| ExtendNERBackbone=roberta-base, Scenario=FG-2-PG-22024.02 | 26.84 | 44.33 | |
| RDPBackbone=roberta-base, Scenario=FG-8-PG-12024.02 | 26.49 | 39.54 | |
| CPFDBackbone=roberta-base, Scenario=FG-2-PG-22024.02 | 26.38 | 49.82 | |
| SelfTrainBackbone=roberta-base, Scenario=FG-2-PG-22024.02 | 25.84 | 43.8 | |
| ICE_OBackbone=roberta-base, Scenario=FG-1-PG-12024.02 | 25.56 | 35.57 | |
| CPFDBackbone=roberta-base, Scenario=FG-8-PG-22024.02 | 25.23 | 48.85 | |
| ExtendNERBackbone=roberta-base, Scenario=FG-8-PG-22024.02 | 22.27 | 40.07 | |
| RDPBackbone=roberta-base, Scenario=FG-1-PG-12024.02 | 21.7 | 40.71 | |
| OCILNERBackbone=roberta-base, Scenario=FG-8-PG-22024.02 | 21.26 | 39.21 | |
| DLDBackbone=roberta-base, Scenario=FG-8-PG-22024.02 | 20.39 | 38.43 | |
| ExtendNERBackbone=roberta-base, Scenario=FG-1-PG-12024.02 | 17.68 | 34.53 | |
| SelfTrainBackbone=roberta-base, Scenario=FG-1-PG-12024.02 | 17.58 | 37.95 | |
| DLDBackbone=roberta-base, Scenario=FG-1-PG-12024.02 | 16.26 | 34.02 | |
| OCILNERBackbone=roberta-base, Scenario=FG-8-PG-12024.02 | 15.89 | 35.54 | |
| OCILNERBackbone=roberta-base, Scenario=FG-2-PG-22024.02 | 15.14 | 34.44 | |
| CPFDBackbone=roberta-base, Scenario=FG-1-PG-12024.02 | 13.65 | 40.81 | |
| ExtendNERBackbone=roberta-base, Scenario=FG-8-PG-12024.02 | 9.49 | 28.8 | |
| OCILNERBackbone=roberta-base, Scenario=FG-1-PG-12024.02 | 9.27 | 27.98 | |
| FTBackbone=roberta-base, Scenario=FG-2-PG-22024.02 | 7.39 | 23.02 | |
| SelfTrainBackbone=roberta-base, Scenario=FG-8-PG-12024.02 | 6.97 | 28.73 | |
| FTBackbone=roberta-base, Scenario=FG-8-PG-22024.02 | 6 | 25.01 | |
| DLDBackbone=roberta-base, Scenario=FG-8-PG-12024.02 | 5.54 | 27.8 | |
| CPFDBackbone=roberta-base, Scenario=FG-8-PG-12024.02 | 4.59 | 31.76 | |
| FTBackbone=roberta-base, Scenario=FG-1-PG-12024.02 | 2.68 | 14.36 | |
| FTBackbone=roberta-base, Scenario=FG-8-PG-12024.02 | 1.91 | 15.56 |