ResearchBenchmarksImage Classification on Flowers102 (Few-Shot Performance)Follow86.48Accuracy (1-shot)ManiPT69.070473.590278.1182.6298Feb 22, 2026Evaluation ResultsMethodMethodLinksAccuracy (1-shot)Accuracy (2-shot)Accuracy (4-shot)Accuracy (8-shot)Accuracy (16-shot)ManiPT2026.0286.4891.695.1996.798.65PromptSRC2026.0285.9391.1793.8796.2797.6MaPLe2026.0283.388.9392.6795.897CoOp2026.0277.5387.3392.1794.9797.07CoCoOp2026.0272.0875.7978.484.387.84Linear probe CLIP2026.0269.7485.0792.0296.197.37