Few-shot Named Entity Recognition on FewNERD Inter 1.0
74.14F1 ScoreESD
Evaluation Results
| Method | Links | |
|---|---|---|
| ESDShot=5~10-shot, Way=5 way, Backbone=BERT-base2023.05 | 74.14 | |
| UniEXShot=5~10-shot, Way=5 way, Backbone=BERT-base2023.05 | 73.79 | |
| DecomMetaShot=5~10-shot, Way=5 way, Backbone=BERT-base2023.05 | 71.62 | |
| UniEXShot=5~10-shot, Way=10 way, Backbone=BERT-base2023.05 | 69.63 | |
| UniEXShot=1~2-shot, Way=5 way, Backbone=BERT-base2023.05 | 69.37 | |
| DecomMetaShot=1~2-shot, Way=5 way, Backbone=BERT-base2023.05 | 68.77 | |
| DecomMetaShot=5~10-shot, Way=10 way, Backbone=BERT-base2023.05 | 68.32 | |
| ESDShot=5~10-shot, Way=10 way, Backbone=BERT-base2023.05 | 67.91 | |
| ESDShot=1~2-shot, Way=5 way, Backbone=BERT-base2023.05 | 66.46 | |
| UniEXShot=1~2-shot, Way=10 way, Backbone=BERT-base2023.05 | 64.53 | |
| DecomMetaShot=1~2-shot, Way=10 way, Backbone=BERT-base2023.05 | 63.26 | |
| ESDShot=1~2-shot, Way=10 way, Backbone=BERT-base2023.05 | 59.95 | |
| ProtoBERTShot=5~10-shot, Way=5 way, Backbone=BERT-base2023.05 | 58.8 | |
| NNShotShot=1~2-shot, Way=5 way, Backbone=BERT-base2023.05 | 54.29 | |
| ProtoBERTShot=5~10-shot, Way=10 way, Backbone=BERT-base2023.05 | 53.97 | |
| NNShotShot=5~10-shot, Way=5 way, Backbone=BERT-base2023.05 | 50.56 | |
| NNShotShot=5~10-shot, Way=10 way, Backbone=BERT-base2023.05 | 50 | |
| NNShotShot=1~2-shot, Way=10 way, Backbone=BERT-base2023.05 | 46.98 | |
| ProtoBERTShot=1~2-shot, Way=5 way, Backbone=BERT-base2023.05 | 44.44 | |
| ProtoBERTShot=1~2-shot, Way=10 way, Backbone=BERT-base2023.05 | 39.09 |