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Benchmarks
Open-set Few-shot Classification on FSC-89 5-way 5-shot
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80.83
Accuracy
FOAC-AIFP
49.5156
57.6453
65.775
73.9047
Jul 1, 2026
Accuracy
AUROC
Updated 22d ago
Evaluation Results
Method
Method
Links
Accuracy
AUROC
FOAC-AIFP
Way=5, Shot=5
2026.07
80.83
82.06
TANE
Way=5, Shot=5
2026.07
80.8
79.38
FEAT
Way=5, Shot=5
2026.07
80.5
80.25
OPP
Way=5, Shot=5
2026.07
80.46
74.44
MET
Way=5, Shot=5
2026.07
75.8
79.08
L3-Net
Way=5, Shot=5
2026.07
73.33
59.47
D-ProtoNet
Way=5, Shot=5
2026.07
72.5
63.42
GEL
Way=5, Shot=5
2026.07
58.65
67.73
OpenFEAT
Way=5, Shot=5
2026.07
50.72
63.96
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