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ResearchFormerly WizWand

Few-shot classification on FSC-89 to LS-100 (Acc)

72.18AccuracyFOAC-AIFP
21.84434.91247.9861.048Jul 1, 2026Jul 2, 2026Jul 3, 2026Jul 4, 2026Jul 5, 2026Jul 6, 2026Jul 7, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FOAC-AIFPWay-shot=5-way 5-shot2026.0772.18
D-ProtoNetWay-shot=5-way 5-shot2026.0771.19
L3-NetWay-shot=5-way 5-shot2026.0769.42
TANEWay-shot=5-way 5-shot2026.0761.78
OPPWay-shot=5-way 5-shot2026.0758.71
OpenFEATWay-shot=5-way 5-shot2026.0754.37
AMFONumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0745.79
METWay-shot=5-way 5-shot2026.0743.51
GELWay-shot=5-way 5-shot2026.0742.36
PITEL-CUSCNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0741.96
FEATWay-shot=5-way 5-shot2026.0741.94
PANNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0739.37
ARPNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0737.66
CECNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0735.68
CLOMNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0735.68
LDCNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0734.55
DFSLNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0733.17
FACTNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0732.21
DSNNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0731.74
iCaRLNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0725.83
Finetune-CNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0725.63
Finetune-MNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0723.78