Image Classification on OxfordPets (Top-1 Accuracy and Delta)
93.3Top-1 AccuracyBiCLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BiCLIPShots=16, Base Model=CLIP, Adaptation Method=Bilinear adaptation2026.03 | 93.3 | 4.24 | |
| BiSigLIPShots=16, Base Model=SigLIP, Adaptation Method=Bilinear adaptation2026.03 | 92.8 | 0.49 | |
| SigLIPShots=0, Base Model=SigLIP, Adaptation Method=Zero-Shot2026.03 | 92.31 | — | |
| CLIPShots=0, Base Model=CLIP, Adaptation Method=Zero-Shot2026.03 | 89.04 | — |