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Open-set Few-shot Classification on LS-100 5-way 1-shot
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85.98
Accuracy
FOAC-AIFP
42.4456
53.7478
65.05
76.3522
Jul 1, 2026
Accuracy
AUROC
Updated 22d ago
Evaluation Results
Method
Method
Links
Accuracy
AUROC
FOAC-AIFP
Way=5, Shot=1
2026.07
85.98
90.55
TANE
Way=5, Shot=1
2026.07
85.74
78.89
FEAT
Way=5, Shot=1
2026.07
85.36
82.18
GEL
Way=5, Shot=1
2026.07
84.47
84.95
MET
Way=5, Shot=1
2026.07
84.46
83.82
D-ProtoNet
Way=5, Shot=1
2026.07
84.44
83.54
OPP
Way=5, Shot=1
2026.07
84.11
79.79
OpenFEAT
Way=5, Shot=1
2026.07
80.5
85.86
L3-Net
Way=5, Shot=1
2026.07
44.12
55.34
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