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ResearchFormerly WizWand

Multi-label Few-Shot Learning on FewAsp multi 1.0 (test)

0.9389AUCProto-AWATT
0.8383320.8644410.890550.916659May 29, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Proto-AWATTN-way=5-way, K-shot=10-shot2021.050.938977.19
Proto-HATTN-way=5-way, K-shot=10-shot2021.050.930373.91
Proto-HATTN-way=10-way, K-shot=10-shot2021.050.923860.21
Proto-AWATTN-way=10-way, K-shot=10-shot2021.050.923466.76
IMPN-way=5-way, K-shot=10-shot2021.050.922973.51
Prototypical NetworkN-way=5-way, K-shot=10-shot2021.050.91672.32
Proto-AWATTN-way=5-way, K-shot=5-shot2021.050.914571.72
Matching NetworkN-way=5-way, K-shot=10-shot2021.050.913869.02
IMPN-way=10-way, K-shot=10-shot2021.050.91159.86
Proto-HATTN-way=5-way, K-shot=5-shot2021.050.91169.15
Prototypical NetworkN-way=10-way, K-shot=10-shot2021.050.906858.92
Graph NetworkN-way=5-way, K-shot=10-shot2021.050.904564.63
Proto-HATTN-way=10-way, K-shot=5-shot2021.050.904455.34
IMPN-way=5-way, K-shot=5-shot2021.050.901268.86
Matching NetworkN-way=10-way, K-shot=10-shot2021.050.899454.42
Proto-AWATTN-way=10-way, K-shot=5-shot2021.050.89858.89
Prototypical NetworkN-way=5-way, K-shot=5-shot2021.050.896767.88
Matching NetworkN-way=5-way, K-shot=5-shot2021.050.895465.7
IMPN-way=10-way, K-shot=5-shot2021.050.887153.96
Graph NetworkN-way=10-way, K-shot=10-shot2021.050.884448.49
Matching NetworkN-way=10-way, K-shot=5-shot2021.050.882850.86
Prototypical NetworkN-way=10-way, K-shot=5-shot2021.050.880152.72
Graph NetworkN-way=5-way, K-shot=5-shot2021.050.879759.25
Relation NetworkN-way=5-way, K-shot=10-shot2021.050.862161.37
Graph NetworkN-way=10-way, K-shot=5-shot2021.050.860545.42
Relation NetworkN-way=5-way, K-shot=5-shot2021.050.849158.38
Relation NetworkN-way=10-way, K-shot=10-shot2021.050.847244.85
Relation NetworkN-way=10-way, K-shot=5-shot2021.050.842243.71