Named Entity Recognition on I2B2 (test)
64.3Micro-F1SDNet
Evaluation results
| Method | Links | |
|---|---|---|
| SDNetbackbone=T5-base, shot-size=5, distant-supervision=true2022.03 | 64.3 | |
| T5-base-promptbackbone=T5-base, shot-size=5, prompting=true2022.03 | 61.8 | |
| Bert-basebackbone=BERT-base, shot-size=52022.03 | 47.6 | |
| T5-basebackbone=T5-base, shot-size=52022.03 | 39.9 | |
| RoBERTa-DSbackbone=RoBERTa, shot-size=5, distant-supervision=true2022.03 | 38.5 | |
| Proto-DSbackbone=RoBERTa, shot-size=5, distant-supervision=true2022.03 | 36.6 | |
| RoBERTabackbone=RoBERTa, shot-size=52022.03 | 36 | |
| T5-base-DSbackbone=T5-base, shot-size=5, distant-supervision=true2022.03 | 34.1 | |
| Protobackbone=RoBERTa, shot-size=52022.03 | 32 |