Named Entity Recognition on OntoNotes Onto-C 5.0
67.58Micro F1ProML
Evaluation Results
| Method | Links | |
|---|---|---|
| ProMLShot=5-shot2022.11 | 67.58 | |
| CONTAINERShot=5-shot, Evaluation Protocol=original paper2022.11 | 61.5 | |
| DemonstrateNERShot=5-shot, Evaluation Protocol=reproduced2022.11 | 61.07 | |
| CONTAINERShot=5-shot, Evaluation Protocol=reproduced2022.11 | 59.84 | |
| StructShotShot=5-shot, Evaluation Protocol=original paper2022.11 | 48.7 | |
| StructShotShot=5-shot, Evaluation Protocol=reproduced2022.11 | 47.85 | |
| NNShotShot=5-shot, Evaluation Protocol=original paper2022.11 | 47.6 | |
| ProMLShot=1-shot2022.11 | 46.27 | |
| NNShotShot=5-shot, Evaluation Protocol=reproduced2022.11 | 45.98 | |
| TransferBERTShot=5-shot, Evaluation Protocol=reproduced2022.11 | 45.24 | |
| ProtoBERTShot=5-shot, Evaluation Protocol=original paper2022.11 | 41.1 | |
| CONTAINERShot=1-shot, Evaluation Protocol=reproduced2022.11 | 39.97 | |
| CONTAINERShot=1-shot, Evaluation Protocol=original paper2022.11 | 32.9 | |
| ProtoBERTShot=5-shot, Evaluation Protocol=reproduced2022.11 | 32.08 | |
| EntLMShot=5-shot, Evaluation Protocol=reproduced2022.11 | 28.8 | |
| DualEncoderShot=5-shot, Evaluation Protocol=reproduced2022.11 | 26.37 | |
| StructShotShot=1-shot, Evaluation Protocol=reproduced2022.11 | 22.7 | |
| NNShotShot=1-shot, Evaluation Protocol=reproduced2022.11 | 21.73 | |
| NNShotShot=1-shot, Evaluation Protocol=original paper2022.11 | 21.4 | |
| StructShotShot=1-shot, Evaluation Protocol=original paper2022.11 | 20.8 | |
| ProtoBERTShot=1-shot, Evaluation Protocol=original paper2022.11 | 18.9 | |
| EntLMShot=1-shot, Evaluation Protocol=reproduced2022.11 | 8.49 | |
| ProtoBERTShot=1-shot, Evaluation Protocol=reproduced2022.11 | 8.4 | |
| TransferBERTShot=1-shot, Evaluation Protocol=reproduced2022.11 | 7.34 | |
| DemonstrateNERShot=1-shot, Evaluation Protocol=reproduced2022.11 | 4.02 | |
| DualEncoderShot=1-shot, Evaluation Protocol=reproduced2022.11 | 2.55 |