ResearchBenchmarksImage Classification on Flowers102 (Novel)Follow77.9Top-1 AccuracyLPT58.940863.862968.78573.7071Nov 2, 2023Dec 29, 2023Feb 25, 2024Apr 23, 2024Jun 20, 2024Aug 17, 2024Oct 14, 2024Evaluation ResultsMethodMethodLinksTop-1 AccuracyLPT2024.1077.9CLIP2024.1077.8PromptSRC2024.1076.5Dept2024.1076.372SFS2024.1076.17MMA2024.1075.93TCP2024.1075.57LASP2024.1074MaPLe2024.1072.46MaPLe2023.1172.4PromptAlign2023.1172.34MaPLe+TPTtest-time prompt tunin...test-time prompt tuning=true2023.1172.1CoCoOp2024.1071.75ProDA2023.1168.68CoOp2024.1059.67