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ResearchFormerly WizWand

Multi-label Few-Shot Learning on FewAsp single (test)

97.96AUCProto-AWATT
90.243292.246694.2596.2534May 29, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Proto-AWATTN-way=5, K-shot=102021.0597.9688.54
Proto-HATTN-way=5, K-shot=102021.0597.6286.71
Proto-AWATTN-way=5, K-shot=52021.0597.5686.71
Proto-AWATTN-way=10, K-shot=102021.0597.5582.97
Prototypical NetworkN-way=5, K-shot=102021.0597.5386.29
Matching NetworkN-way=5, K-shot=102021.0597.4984.62
IMPN-way=5, K-shot=102021.0597.4786.14
Graph NetworkN-way=5, K-shot=102021.0597.4685.04
Matching NetworkN-way=5, K-shot=52021.0597.0581.89
Proto-AWATTN-way=10, K-shot=52021.0597.0180.28
Proto-HATTN-way=10, K-shot=102021.059777.65
Graph NetworkN-way=10, K-shot=102021.0596.9777.84
IMPN-way=10, K-shot=102021.0596.9177.09
Matching NetworkN-way=10, K-shot=102021.0596.7273.28
Prototypical NetworkN-way=10, K-shot=102021.0596.7176.83
IMPN-way=5, K-shot=52021.0596.6583.69
Graph NetworkN-way=5, K-shot=52021.0596.5481.45
Prototypical NetworkN-way=5, K-shot=52021.0596.4983.3
Proto-HATTN-way=5, K-shot=52021.0596.4583.33
Matching NetworkN-way=10, K-shot=52021.0596.370.95
IMPN-way=10, K-shot=52021.059673.8
Prototypical NetworkN-way=10, K-shot=52021.0595.9774.23
Proto-HATTN-way=10, K-shot=52021.0595.7173.42
Graph NetworkN-way=10, K-shot=52021.0595.4570.75
Relation NetworkN-way=5, K-shot=52021.0593.3175.79
Relation NetworkN-way=10, K-shot=52021.0591.8163.78
Relation NetworkN-way=5, K-shot=102021.0590.8672.02
Relation NetworkN-way=10, K-shot=102021.0590.5461.15