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ResearchFormerly WizWand

Few-shot classification on FSC-89 → NSynth-100 (Acc)

74.2AccuracyFOAC-AIFP
19.54833.736547.92562.1135Jul 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-shot2026.0774.2
L3-NetWay-shot=5-way 5-shot2026.0772.62
D-ProtoNetWay-shot=5-way 5-shot2026.0770.13
OPPWay-shot=5-way 5-shot2026.0767.8
GELWay-shot=5-way 5-shot2026.0766.1
TANEWay-shot=5-way 5-shot2026.0761.43
FOAC-AIFPWay-shot=5-way 5-shot2026.0756.98
L3-NetWay-shot=5-way 5-shot2026.0756.07
D-ProtoNetWay-shot=5-way 5-shot2026.0749.28
METWay-shot=5-way 5-shot2026.0745.85
TANEWay-shot=5-way 5-shot2026.0743.14
PITEL-CUSCNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0742.41
OPPWay-shot=5-way 5-shot2026.0742.01
METWay-shot=5-way 5-shot2026.0741.26
AMFONumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0741.22
FEATWay-shot=5-way 5-shot2026.0740.75
PANNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0740.31
LDCNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0740.23
GELWay-shot=5-way 5-shot2026.0739.7
FACTNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0739.45
FEATWay-shot=5-way 5-shot2026.0739.38
CLOMNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0738.71
CECNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0736.52
DSNNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0734.63
ARPNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0734.32
DFSLNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0732.08
iCaRLNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0726.53
OpenFEATWay-shot=5-way 5-shot2026.0725.64
Finetune-CNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0725.16
Finetune-MNumber of ways=5, Number of shots=5, Evaluation protocol=Cross-dataset2026.0723.32
OpenFEATWay-shot=5-way 5-shot2026.0721.65