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Few-shot Image Classification on OxfordPets

93.89AccuracyCoCoOp
88.908490.201791.49592.7883Mar 23, 2023Oct 9, 2023Apr 26, 2024Nov 13, 2024Jun 1, 2025Dec 18, 2025Jul 7, 2026

Evaluation results

MethodLinks
CoCoOpShots=162026.0793.89
SCPTShots=162026.0793.38
ATPromptShots=162026.0793.32
ProGradShots=4, Prompt type=tp2023.0393.21
KgCoOpShots=4, Prompt type=tp2023.0393.2
CoOpShots=162026.0793.16
CoCoOpShots=4, Prompt type=vp+tp2023.0393.01
TCPShots=162026.0792.99
KgCoOpShots=162026.0792.96
ProTextShots=162026.0792.72
CoOpShots=4, Prompt type=tp2023.0391.3
CLIPShots=162026.0789.1