ResearchBenchmarksImage Classification on Food101 (Few-Shot Learning)Follow86.24Accuracy (1-shot)ManiPT42.268853.684465.176.5156Feb 22, 2026Evaluation ResultsMethodMethodLinksAccuracy (1-shot)Accuracy (2-shot)Accuracy (4-shot)Accuracy (8-shot)Accuracy (16-shot)ManiPT2026.0286.2486.6386.987.687.92CoCoOp2026.0285.6586.2286.8886.9787.25PromptSRC2026.0284.8785.786.1786.987.5CoOp2026.0284.3384.484.4782.6784.2MaPLe2026.0280.581.4781.7783.685.33Linear probe CLIP2026.0243.9661.5173.1979.7982.9