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Benchmarks
Open-set Few-shot Classification on NSynth-100 (5-way 5-shot)
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94.3
Accuracy
FOAC-AIFP
75.1224
80.1012
85.08
90.0588
Jul 1, 2026
Accuracy
AUROC
Updated 22d ago
Evaluation Results
Method
Method
Links
Accuracy
AUROC
FOAC-AIFP
Way=5, Shot=5
2026.07
94.3
0.9126
D-ProtoNet
Way=5, Shot=5
2026.07
94.19
0.8434
MET
Way=5, Shot=5
2026.07
92.56
0.8876
TANE
Way=5, Shot=5
2026.07
92.49
0.8065
L3-Net
Way=5, Shot=5
2026.07
92.19
0.8558
OPP
Way=5, Shot=5
2026.07
90.57
0.7702
FEAT
Way=5, Shot=5
2026.07
89.92
0.8141
GEL
Way=5, Shot=5
2026.07
82.44
0.8448
OpenFEAT
Way=5, Shot=5
2026.07
75.86
0.8188
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