Few-shot Named Entity Recognition on Few-NERD Inter
74.14F1 ScoreESD
Evaluation Results
| Method | Links | |
|---|---|---|
| ESDN-way=5 way, K-shot=5~10-shot2022.04 | 74.14 | |
| Decomposed Meta-LearningN-way=5 way, K-shot=5~10-shot2022.04 | 71.62 | |
| Decomposed Meta-LearningN-way=5 way, K-shot=1~2-shot2022.04 | 68.77 | |
| Decomposed Meta-LearningN-way=10 way, K-shot=5~10-shot2022.04 | 68.32 | |
| ESDN-way=10 way, K-shot=5~10-shot2022.04 | 67.91 | |
| ESDN-way=5 way, K-shot=1~2-shot2022.04 | 66.46 | |
| Decomposed Meta-LearningN-way=10 way, K-shot=1~2-shot2022.04 | 63.26 | |
| CONTAINERN-way=5 way, K-shot=5~10-shot2022.04 | 61.83 | |
| ESDN-way=10 way, K-shot=1~2-shot2022.04 | 59.95 | |
| ProtoBERTN-way=5 way, K-shot=5~10-shot2022.04 | 58.8 | |
| StructShotN-way=5 way, K-shot=1~2-shot2022.04 | 57.33 | |
| StructShotN-way=5 way, K-shot=5~10-shot2022.04 | 57.16 | |
| CONTAINERN-way=10 way, K-shot=5~10-shot2022.04 | 57.12 | |
| CONTAINERN-way=5 way, K-shot=1~2-shot2022.04 | 55.95 | |
| NNShotN-way=5 way, K-shot=1~2-shot2022.04 | 54.29 | |
| ProtoBERTN-way=10 way, K-shot=5~10-shot2022.04 | 53.97 | |
| NNShotN-way=5 way, K-shot=5~10-shot2022.04 | 50.56 | |
| NNShotN-way=10 way, K-shot=5~10-shot2022.04 | 50 | |
| StructShotN-way=10 way, K-shot=1~2-shot2022.04 | 49.46 | |
| StructShotN-way=10 way, K-shot=5~10-shot2022.04 | 49.39 | |
| CONTAINERN-way=10 way, K-shot=1~2-shot2022.04 | 48.35 | |
| NNShotN-way=10 way, K-shot=1~2-shot2022.04 | 46.98 | |
| ProtoBERTN-way=5 way, K-shot=1~2-shot2022.04 | 44.44 | |
| ProtoBERTN-way=10 way, K-shot=1~2-shot2022.04 | 39.09 |