Few-shot Named Entity Recognition on Few-NERD Intra (test)
66.8F1 ScoreMSDP
Evaluation Results
| Method | Links | |
|---|---|---|
| MSDPParadigm=Two-stage, Shots=5~10-shot, Ways=5 way2023.08 | 66.8 | |
| SpanProtoParadigm=Two-stage, Shots=5~10-shot, Ways=5 way2023.08 | 65.89 | |
| MSDPParadigm=Two-stage, Shots=5~10-shot, Ways=10 way2023.08 | 64.69 | |
| DecomMetaParadigm=Two-stage, Shots=5~10-shot, Ways=5 way2023.08 | 63.23 | |
| SpanProtoParadigm=Two-stage, Shots=5~10-shot, Ways=10 way2023.08 | 59.37 | |
| MSDPParadigm=Two-stage, Evaluation=Average2023.08 | 58.74 | |
| DecomMetaParadigm=Two-stage, Shots=5~10-shot, Ways=10 way2023.08 | 56.84 | |
| MSDPParadigm=Two-stage, Shots=1~2-shot, Ways=5 way2023.08 | 56.35 | |
| SpanProtoParadigm=Two-stage, Evaluation=Average2023.08 | 56.29 | |
| SpanProtoParadigm=Two-stage, Shots=1~2-shot, Ways=5 way2023.08 | 54.49 | |
| DecomMetaParadigm=Two-stage, Evaluation=Average2023.08 | 53.9 | |
| CONTAINERParadigm=One-stage, Shots=5~10-shot, Ways=5 way2023.08 | 53.7 | |
| DecomMetaParadigm=Two-stage, Shots=1~2-shot, Ways=5 way2023.08 | 52.04 | |
| ESDParadigm=Two-stage, Shots=5~10-shot, Ways=5 way2023.08 | 50.68 | |
| CONTAINERParadigm=One-stage, Shots=5~10-shot, Ways=10 way2023.08 | 47.49 | |
| MSDPParadigm=Two-stage, Shots=1~2-shot, Ways=10 way2023.08 | 47.13 | |
| SpanProtoParadigm=Two-stage, Shots=1~2-shot, Ways=10 way2023.08 | 45.39 | |
| CONTAINERParadigm=One-stage, Evaluation=Average2023.08 | 43.87 | |
| DecomMetaParadigm=Two-stage, Shots=1~2-shot, Ways=10 way2023.08 | 43.5 | |
| ESDParadigm=Two-stage, Shots=5~10-shot, Ways=10 way2023.08 | 42.92 | |
| ProtoBERTParadigm=One-stage, Shots=5~10-shot, Ways=5 way2023.08 | 41.93 | |
| ESDParadigm=Two-stage, Evaluation=Average2023.08 | 41.83 | |
| ESDParadigm=Two-stage, Shots=1~2-shot, Ways=5 way2023.08 | 41.44 | |
| CONTAINERParadigm=One-stage, Shots=1~2-shot, Ways=5 way2023.08 | 40.43 | |
| StructShotParadigm=One-stage, Shots=5~10-shot, Ways=5 way2023.08 | 38.83 | |
| StructShotParadigm=One-stage, Shots=1~2-shot, Ways=5 way2023.08 | 35.92 | |
| NNShotParadigm=One-stage, Shots=5~10-shot, Ways=5 way2023.08 | 35.74 | |
| ProtoBERTParadigm=One-stage, Shots=5~10-shot, Ways=10 way2023.08 | 34.61 | |
| CONTAINERParadigm=One-stage, Shots=1~2-shot, Ways=10 way2023.08 | 33.84 | |
| ESDParadigm=Two-stage, Shots=1~2-shot, Ways=10 way2023.08 | 32.29 | |
| StructShotParadigm=One-stage, Evaluation=Average2023.08 | 31.63 | |
| NNShotParadigm=One-stage, Shots=1~2-shot, Ways=5 way2023.08 | 31.01 | |
| ProtoBERTParadigm=One-stage, Evaluation=Average2023.08 | 29.94 | |
| NNShotParadigm=One-stage, Evaluation=Average2023.08 | 29.08 | |
| NNShotParadigm=One-stage, Shots=5~10-shot, Ways=10 way2023.08 | 27.67 | |
| StructShotParadigm=One-stage, Shots=5~10-shot, Ways=10 way2023.08 | 26.39 | |
| StructShotParadigm=One-stage, Shots=1~2-shot, Ways=10 way2023.08 | 25.38 | |
| ProtoBERTParadigm=One-stage, Shots=1~2-shot, Ways=5 way2023.08 | 23.45 | |
| NNShotParadigm=One-stage, Shots=1~2-shot, Ways=10 way2023.08 | 21.88 | |
| ProtoBERTParadigm=One-stage, Shots=1~2-shot, Ways=10 way2023.08 | 19.76 |