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Benchmarks
Open-set Few-shot Classification on NSynth-100 5-way 1-shot
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88.05
Accuracy
FOAC-AIFP
61.1348
68.1224
75.11
82.0976
Jul 1, 2026
Accuracy
AUROC
Updated 22d ago
Evaluation Results
Method
Method
Links
Accuracy
AUROC
FOAC-AIFP
Way=5, Shot=1
2026.07
88.05
85.67
D-ProtoNet
Way=5, Shot=1
2026.07
86.4
83.57
FEAT
Way=5, Shot=1
2026.07
85.62
71.84
MET
Way=5, Shot=1
2026.07
85.42
83.81
TANE
Way=5, Shot=1
2026.07
84.87
77.21
OPP
Way=5, Shot=1
2026.07
83.05
76.03
GEL
Way=5, Shot=1
2026.07
67.93
75.5
L3-Net
Way=5, Shot=1
2026.07
64.99
67.8
OpenFEAT
Way=5, Shot=1
2026.07
62.17
74.03
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