Named Entity Recognition on OntoNotes Onto-B 5.0
69.69Micro-F1ProML
Evaluation Results
| Method | Links | |
|---|---|---|
| ProMLShot=5-shot2022.11 | 69.69 | |
| CONTAINERShot=5-shot, Evaluation Protocol=reproduced2022.11 | 67.7 | |
| DemonstrateNERShot=5-shot, Evaluation Protocol=reproduced2022.11 | 63.02 | |
| CONTAINERShot=5-shot, Evaluation Protocol=original paper2022.11 | 55.9 | |
| ProMLShot=1-shot2022.11 | 53.74 | |
| StructShotShot=5-shot, Evaluation Protocol=original paper2022.11 | 53 | |
| NNShotShot=5-shot, Evaluation Protocol=original paper2022.11 | 51.6 | |
| CONTAINERShot=1-shot, Evaluation Protocol=reproduced2022.11 | 51.33 | |
| StructShotShot=5-shot, Evaluation Protocol=reproduced2022.11 | 51.3 | |
| NNShotShot=5-shot, Evaluation Protocol=reproduced2022.11 | 50.18 | |
| TransferBERTShot=5-shot, Evaluation Protocol=reproduced2022.11 | 41.97 | |
| ProtoBERTShot=5-shot, Evaluation Protocol=original paper2022.11 | 38.7 | |
| StructShotShot=1-shot, Evaluation Protocol=reproduced2022.11 | 36.42 | |
| EntLMShot=5-shot, Evaluation Protocol=reproduced2022.11 | 35.7 | |
| NNShotShot=1-shot, Evaluation Protocol=reproduced2022.11 | 33.89 | |
| ProtoBERTShot=5-shot, Evaluation Protocol=reproduced2022.11 | 31.49 | |
| CONTAINERShot=1-shot, Evaluation Protocol=original paper2022.11 | 30.9 | |
| StructShotShot=1-shot, Evaluation Protocol=original paper2022.11 | 28.8 | |
| NNShotShot=1-shot, Evaluation Protocol=original paper2022.11 | 27.3 | |
| ProtoBERTShot=1-shot, Evaluation Protocol=original paper2022.11 | 22.7 | |
| ProtoBERTShot=1-shot, Evaluation Protocol=reproduced2022.11 | 17.12 | |
| DualEncoderShot=5-shot, Evaluation Protocol=reproduced2022.11 | 16.41 | |
| EntLMShot=1-shot, Evaluation Protocol=reproduced2022.11 | 10.11 | |
| TransferBERTShot=1-shot, Evaluation Protocol=reproduced2022.11 | 8.97 | |
| DualEncoderShot=1-shot, Evaluation Protocol=reproduced2022.11 | 2.86 | |
| DemonstrateNERShot=1-shot, Evaluation Protocol=reproduced2022.11 | 2.02 |