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ResearchFormerly WizWand

Few-shot Named Entity Recognition on Few-NERD Intra (test)

66.8F1 ScoreMSDP
17.878430.579243.2855.9808Aug 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MSDPParadigm=Two-stage, Shots=5~10-shot, Ways=5 way2023.0866.8
SpanProtoParadigm=Two-stage, Shots=5~10-shot, Ways=5 way2023.0865.89
MSDPParadigm=Two-stage, Shots=5~10-shot, Ways=10 way2023.0864.69
DecomMetaParadigm=Two-stage, Shots=5~10-shot, Ways=5 way2023.0863.23
SpanProtoParadigm=Two-stage, Shots=5~10-shot, Ways=10 way2023.0859.37
MSDPParadigm=Two-stage, Evaluation=Average2023.0858.74
DecomMetaParadigm=Two-stage, Shots=5~10-shot, Ways=10 way2023.0856.84
MSDPParadigm=Two-stage, Shots=1~2-shot, Ways=5 way2023.0856.35
SpanProtoParadigm=Two-stage, Evaluation=Average2023.0856.29
SpanProtoParadigm=Two-stage, Shots=1~2-shot, Ways=5 way2023.0854.49
DecomMetaParadigm=Two-stage, Evaluation=Average2023.0853.9
CONTAINERParadigm=One-stage, Shots=5~10-shot, Ways=5 way2023.0853.7
DecomMetaParadigm=Two-stage, Shots=1~2-shot, Ways=5 way2023.0852.04
ESDParadigm=Two-stage, Shots=5~10-shot, Ways=5 way2023.0850.68
CONTAINERParadigm=One-stage, Shots=5~10-shot, Ways=10 way2023.0847.49
MSDPParadigm=Two-stage, Shots=1~2-shot, Ways=10 way2023.0847.13
SpanProtoParadigm=Two-stage, Shots=1~2-shot, Ways=10 way2023.0845.39
CONTAINERParadigm=One-stage, Evaluation=Average2023.0843.87
DecomMetaParadigm=Two-stage, Shots=1~2-shot, Ways=10 way2023.0843.5
ESDParadigm=Two-stage, Shots=5~10-shot, Ways=10 way2023.0842.92
ProtoBERTParadigm=One-stage, Shots=5~10-shot, Ways=5 way2023.0841.93
ESDParadigm=Two-stage, Evaluation=Average2023.0841.83
ESDParadigm=Two-stage, Shots=1~2-shot, Ways=5 way2023.0841.44
CONTAINERParadigm=One-stage, Shots=1~2-shot, Ways=5 way2023.0840.43
StructShotParadigm=One-stage, Shots=5~10-shot, Ways=5 way2023.0838.83
StructShotParadigm=One-stage, Shots=1~2-shot, Ways=5 way2023.0835.92
NNShotParadigm=One-stage, Shots=5~10-shot, Ways=5 way2023.0835.74
ProtoBERTParadigm=One-stage, Shots=5~10-shot, Ways=10 way2023.0834.61
CONTAINERParadigm=One-stage, Shots=1~2-shot, Ways=10 way2023.0833.84
ESDParadigm=Two-stage, Shots=1~2-shot, Ways=10 way2023.0832.29
StructShotParadigm=One-stage, Evaluation=Average2023.0831.63
NNShotParadigm=One-stage, Shots=1~2-shot, Ways=5 way2023.0831.01
ProtoBERTParadigm=One-stage, Evaluation=Average2023.0829.94
NNShotParadigm=One-stage, Evaluation=Average2023.0829.08
NNShotParadigm=One-stage, Shots=5~10-shot, Ways=10 way2023.0827.67
StructShotParadigm=One-stage, Shots=5~10-shot, Ways=10 way2023.0826.39
StructShotParadigm=One-stage, Shots=1~2-shot, Ways=10 way2023.0825.38
ProtoBERTParadigm=One-stage, Shots=1~2-shot, Ways=5 way2023.0823.45
NNShotParadigm=One-stage, Shots=1~2-shot, Ways=10 way2023.0821.88
ProtoBERTParadigm=One-stage, Shots=1~2-shot, Ways=10 way2023.0819.76