ResearchBenchmarksBase-to-novel generalization on Veg200 (test)Follow84.23Base ScoreSCPT43.326853.945964.56575.1841Jul 7, 2026Evaluation ResultsMethodMethodLinksBase ScoreNovel Generalization ScoreHarmonic Mean ScoreSCPTShots=16Shots=162026.0784.2348.5961.63TCPShots=16Shots=162026.0783.2749.5362.11ATPromptShots=16Shots=162026.0779.8532.5346.23CoOpShots=16Shots=162026.0778.1930.243.57CoCoOpShots=16Shots=162026.0767.1945.7954.46KgCoOpShots=16Shots=162026.0766.8544.0853.13ProTextShots=16Shots=162026.0744.9939.241.9CLIPShots=16Shots=162026.0744.943.844.34