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ResearchFormerly WizWand

Few-Shot Image Classification on DTD (1-16 Shots)

60.11Accuracy (1-shot)ManiPT

Evaluation results

Method	Links
ManiPT2026.02		60.11	61.17	68.52	71.54	76.03
PromptSRC2026.02		56.23	59.97	65.53	69.87	72.73
MaPLe2026.02		52.13	55.5	61	66.5	71.33
CoOp2026.02		50.23	53.6	58.7	64.77	69.87
CoCoOp2026.02		48.54	52.17	55.04	58.89	63.04
Linear probe CLIP2026.02		34.59	40.76	55.71	63.46	69.96