Image Classification on OxfordPets (Few-Shot Evaluation) benchmark leaderboard · SOTA2 Research

Image Classification on OxfordPets (Few-Shot Evaluation)

92.53Accuracy (1-shot)ManiPT

Evaluation Results

Method	Links
ManiPT2026.02		92.53	93.27	93.6	93.87	94.12
PromptSRC2026.02		92	92.5	93.43	93.5	93.67
CoCoOp2026.02		91.27	92.64	92.81	93.45	93.34
CoOp2026.02		90.37	89.8	92.57	91.27	91.87
MaPLe2026.02		89.1	90.87	91.9	92.57	92.83
Linear probe CLIP2026.02		44.06	58.37	71.17	78.36	85.34