Named Entity Recognition on FEW-NERD INTER
65.59F1 ScoreHyperProto
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HyperProtoSetting=5 way 5~10 shot, Encoder=BERT2022.11 | 65.59 | 62.26 | 69.32 | |
| HyperProtoSetting=10 way 5~10 shot, Encoder=BERT2022.11 | 60.73 | 56.38 | 65.84 | |
| ProtoNetSetting=5 way 5~10 shot, Encoder=BERT2022.11 | 58.8 | 53.73 | 64.99 | |
| HyperProtoSetting=Average, Encoder=BERT2022.11 | 55.66 | — | — | |
| NNShotSetting=5 way 1~2 shot, Encoder=BERT2022.11 | 54.29 | 50.4 | 58.84 | |
| ProtoNetSetting=10 way 5~10 shot, Encoder=BERT2022.11 | 53.97 | 47.93 | 61.79 | |
| HyperProtoSetting=5 way 1~2 shot, Encoder=BERT2022.11 | 52.09 | 53.36 | 51.12 | |
| NNShotSetting=5 way 5~10 shot, Encoder=BERT2022.11 | 50.56 | 45.8 | 56.45 | |
| NNShotSetting=Average, Encoder=BERT2022.11 | 50.46 | — | — | |
| NNShotSetting=10 way 5~10 shot, Encoder=BERT2022.11 | 50 | 45.15 | 56.05 | |
| ProtoNetSetting=Average, Encoder=BERT2022.11 | 49.11 | — | — | |
| NNShotSetting=10 way 1~2 shot, Encoder=BERT2022.11 | 46.98 | 42.74 | 52.16 | |
| ProtoNetSetting=5 way 1~2 shot, Encoder=BERT2022.11 | 44.58 | 38.7 | 52.6 | |
| HyperProtoSetting=10 way 1~2 shot, Encoder=BERT2022.11 | 44.26 | 45.38 | 43.22 | |
| ProtoNetSetting=10 way 1~2 shot, Encoder=BERT2022.11 | 39.09 | 32.59 | 48.91 |