ResearchBenchmarksImage Classification on SUN397 (1-16 Shots)Follow70.68Acc (1-shot)ManiPT40.41648.27356.1363.987Feb 22, 2026Evaluation ResultsMethodMethodLinksAcc (1-shot)Acc (2-shot)Acc (4-shot)Acc (8-shot)Acc (16-shot)ManiPT2026.0270.6872.6174.9176.5178.06PromptSRC2026.0269.6771.67475.7377.23CoCoOp2026.0268.3369.0370.2170.8472.15CoOp2026.0266.7766.5369.9771.5374.67MaPLe2026.0264.7767.170.6773.2375.53Linear probe CLIP2026.0241.5853.76369.0873.28