Named Entity Recognition on MIT corpus Res (test)
60.7Micro-F1SDNet
Evaluation results
| Method | Links | |
|---|---|---|
| SDNetbackbone=T5-base, shot-size=5, distant-supervision=true2022.03 | 60.7 | |
| T5-base-DSbackbone=T5-base, shot-size=5, distant-supervision=true2022.03 | 59.7 | |
| T5-basebackbone=T5-base, shot-size=52022.03 | 59.4 | |
| T5-base-promptbackbone=T5-base, shot-size=5, prompting=true2022.03 | 58.4 | |
| spanNER-DSbackbone=RoBERTa, shot-size=5, distant-supervision=true2022.03 | 51.2 | |
| RoBERTa-DSbackbone=RoBERTa, shot-size=5, distant-supervision=true2022.03 | 49.1 | |
| spanNERbackbone=RoBERTa, shot-size=52022.03 | 49.1 | |
| RoBERTabackbone=RoBERTa, shot-size=52022.03 | 48.7 | |
| Proto-DSbackbone=RoBERTa, shot-size=5, distant-supervision=true2022.03 | 48.4 | |
| Bert-basebackbone=BERT-base, shot-size=52022.03 | 47.6 | |
| Protobackbone=RoBERTa, shot-size=52022.03 | 44.1 |