Named Entity Recognition on OntoNotes Onto-A 5.0
52.46Micro F1ProML
Evaluation Results
| Method | Links | |
|---|---|---|
| ProMLShot=5-shot2022.11 | 52.46 | |
| CONTAINERShot=5-shot, Evaluation Protocol=original paper2022.11 | 51.2 | |
| DemonstrateNERShot=5-shot, Evaluation Protocol=reproduced2022.11 | 49.25 | |
| StructShotShot=5-shot, Evaluation Protocol=original paper2022.11 | 47.5 | |
| CONTAINERShot=5-shot, Evaluation Protocol=reproduced2022.11 | 45.62 | |
| NNShotShot=5-shot, Evaluation Protocol=original paper2022.11 | 44 | |
| NNShotShot=5-shot, Evaluation Protocol=reproduced2022.11 | 39.49 | |
| ProMLShot=1-shot2022.11 | 37.94 | |
| StructShotShot=5-shot, Evaluation Protocol=reproduced2022.11 | 35.68 | |
| CONTAINERShot=1-shot, Evaluation Protocol=original paper2022.11 | 32.2 | |
| CONTAINERShot=1-shot, Evaluation Protocol=reproduced2022.11 | 31.63 | |
| StructShotShot=1-shot, Evaluation Protocol=original paper2022.11 | 30.5 | |
| ProtoBERTShot=5-shot, Evaluation Protocol=original paper2022.11 | 30.5 | |
| NNShotShot=1-shot, Evaluation Protocol=original paper2022.11 | 28.5 | |
| ProtoBERTShot=5-shot, Evaluation Protocol=reproduced2022.11 | 25.81 | |
| StructShotShot=1-shot, Evaluation Protocol=reproduced2022.11 | 24.02 | |
| NNShotShot=1-shot, Evaluation Protocol=reproduced2022.11 | 21.97 | |
| TransferBERTShot=5-shot, Evaluation Protocol=reproduced2022.11 | 21.48 | |
| EntLMShot=5-shot, Evaluation Protocol=reproduced2022.11 | 21.29 | |
| ProtoBERTShot=1-shot, Evaluation Protocol=original paper2022.11 | 19.3 | |
| ProtoBERTShot=1-shot, Evaluation Protocol=reproduced2022.11 | 8.39 | |
| DualEncoderShot=5-shot, Evaluation Protocol=reproduced2022.11 | 7.61 | |
| TransferBERTShot=1-shot, Evaluation Protocol=reproduced2022.11 | 7.44 | |
| EntLMShot=1-shot, Evaluation Protocol=reproduced2022.11 | 5.79 | |
| DemonstrateNERShot=1-shot, Evaluation Protocol=reproduced2022.11 | 0.98 | |
| DualEncoderShot=1-shot, Evaluation Protocol=reproduced2022.11 | 0.83 |