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Benchmarks
Open-set Few-shot Classification on FSC-89 5-way 1-shot
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63.62
Accuracy
FOAC-AIFP
28.7384
37.7942
46.85
55.9058
Jul 1, 2026
Accuracy
AUROC
Updated 22d ago
Evaluation Results
Method
Method
Links
Accuracy
AUROC
FOAC-AIFP
Way=5, Shot=1
2026.07
63.62
71.24
TANE
Way=5, Shot=1
2026.07
63.31
70.72
FEAT
Way=5, Shot=1
2026.07
62.85
68.77
OPP
Way=5, Shot=1
2026.07
62.36
69.23
MET
Way=5, Shot=1
2026.07
60.85
69.79
D-ProtoNet
Way=5, Shot=1
2026.07
52.83
63.32
L3-Net
Way=5, Shot=1
2026.07
42.75
55.16
GEL
Way=5, Shot=1
2026.07
32.21
56.59
OpenFEAT
Way=5, Shot=1
2026.07
30.08
53.7
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