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Benchmarks
Open-set Few-shot Classification on LS-100 (5-way 5-shot)
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95.25
Accuracy
FOAC-AIFP
88.9268
90.5684
92.21
93.8516
Jul 1, 2026
Accuracy
AUROC
Updated 22d ago
Evaluation Results
Method
Method
Links
Accuracy
AUROC
FOAC-AIFP
Way=5, Shot=5
2026.07
95.25
92.38
TANE
Way=5, Shot=5
2026.07
94.95
84.14
OPP
Way=5, Shot=5
2026.07
94.8
81.95
FEAT
Way=5, Shot=5
2026.07
94.39
86.86
GEL
Way=5, Shot=5
2026.07
93.92
92
D-ProtoNet
Way=5, Shot=5
2026.07
90.7
77.31
MET
Way=5, Shot=5
2026.07
89.44
87.52
OpenFEAT
Way=5, Shot=5
2026.07
89.21
91.73
L3-Net
Way=5, Shot=5
2026.07
89.17
74.93
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