Image Classification on Caltech 101 (Top-1 Accuracy, Delta)
97.36Top-1 AccuracyOSTB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSTBProtocol=Final Ensemble2026.06 | 97.36 | — | |
| BiSigLIPShots=16, Base Model=SigLIP, Adaptation Method=Bilinear adaptation2026.03 | 97.06 | 1.83 | |
| SigLIPShots=0, Base Model=SigLIP, Adaptation Method=Zero-Shot2026.03 | 95.23 | — | |
| BiCLIPShots=16, Base Model=CLIP, Adaptation Method=Bilinear adaptation2026.03 | 93.97 | 4.04 | |
| CLIP-B/32Backbone=CLIP-B/32, Protocol=Zero-shot2026.06 | 91.4 | — | |
| CLIPShots=0, Base Model=CLIP, Adaptation Method=Zero-Shot2026.03 | 89.93 | — |