ResearchBenchmarksImage Classification on SUN397 BaseFor AI assistantsMarkdownContent indexImage Classification on SUN397 BaseFollow83.7Top-1 AccuracyTAC68.786472.658276.5380.4018Nov 2, 2023Mar 21, 2024Aug 9, 2024Dec 27, 2024May 17, 2025Oct 4, 2025Feb 22, 2026Evaluation resultsMethodMethodLinksTop-1 AccuracyTAC2026.0283.7LLaMP2026.0283.41ManiPT2026.0283.18TAP2026.0282.87PromptSRC2026.0282.67CoPrompt2026.0282.63PromptAlign2023.1181.57MaPLe+TPTtest-time prompt tunin...test-time prompt tuning=true2023.1181.15MaPLe2026.0280.82MaPLe2023.1180.8CoOp2026.0280.6CoCoOp2026.0279.74ProDA2023.1178.67CLIP2026.0269.36