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ResearchFormerly WizWand

Fine-grained categorization on Caltech-101

90.99Top-1 AccuracyADAPT
85.675687.055388.43589.8147Aug 21, 2025
Updated 7mo ago

Evaluation results

MethodLinks
ADAPTBackbone=CLIP-RN50, BP-free=true, Evaluation Protocol=Transductive2025.0890.99
DPEBackbone=CLIP-RN50, BP-free=false, Evaluation Protocol=Online2025.0890.83
DMNBackbone=CLIP-RN50, BP-free=false, Evaluation Protocol=Online2025.0890.14
TPSBackbone=CLIP-RN50, BP-free=false, Evaluation Protocol=Online2025.0889.8
BCABackbone=CLIP-RN50, BP-free=true, Evaluation Protocol=Online2025.0889.7
TDABackbone=CLIP-RN50, BP-free=true, Evaluation Protocol=Online2025.0889.7
ADAPTBackbone=CLIP-RN50, BP-free=true, Evaluation Protocol=Online2025.0889.37
DotaBackbone=CLIP-RN50, BP-free=true, Evaluation Protocol=Online2025.0888.84
TransCLIPBackbone=CLIP-RN50, BP-free=true, Evaluation Protocol=Transductive2025.0888.6
StatABackbone=CLIP-RN50, BP-free=true, Evaluation Protocol=Transductive2025.0887.3
TPTBackbone=CLIP-RN50, BP-free=false, Evaluation Protocol=Online2025.0887.02
C-TPTBackbone=CLIP-RN50, BP-free=false, Evaluation Protocol=Online2025.0886.9
DiffTPTBackbone=CLIP-RN50, BP-free=false, Evaluation Protocol=Online2025.0886.89
CLIPBackbone=CLIP-RN50, BP-free=N/A, Evaluation Protocol=Online2025.0885.88