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Base-to-novel generalization on Food172 (test)

79.06Base ScoreSCPT
29.826442.608255.3968.1718Jul 7, 2026

Evaluation results

MethodLinks
SCPTShots=16-shots2026.0779.0639.8452.98
TCPShots=16-shots2026.0778.3439.8752.85
ATPromptShots=16-shots2026.0774.6228.140.83
CoOpShots=16-shots2026.0772.2832.6344.96
KgCoOpShots=16-shots2026.0763.2239.0648.29
CoCoOpShots=16-shots2026.0749.7640.0444.37
CLIPShots=16-shots2026.073640.838.25
ProTextShots=16-shots2026.0731.723633.72