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Image Classification on Stanford Cars (Base/Novel/HM Metrics)

81.17Base AccuracySCPT
62.65867.46472.2777.076Jul 7, 2026

Evaluation results

MethodLinks
SCPTShots=16-shots2026.0781.1775.6678.32
TCPShots=16-shots2026.0780.874.1377.32
ATPromptShots=16-shots2026.0777.2766.5471.5
CoOpShots=16-shots2026.0776.269.1472.49
KgCoOpShots=16-shots2026.0771.7675.0473.36
CoCoOpShots=16-shots2026.0770.4973.5972.01
ProTextShots=16-shots2026.0764.5476.0869.84
CLIPShots=16-shots2026.0763.3774.8968.65