Image Classification on StanfordCars (Top-1 and Top-5 Accuracy)
94.96Top-1 AccuracyOSTB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSTBProtocol=Final Ensemble2026.06 | 94.96 | — | |
| BaseCompression=Base, Setting=Zero-shot2025.10 | 64.22 | 93.86 | |
| CLIP-B/32Backbone=CLIP-B/32, Protocol=Zero-shot2026.06 | 60.09 | — | |
| PGSVDCompression=20%, Setting=Zero-shot2025.10 | 56.63 | 90.82 | |
| SVD-ALSCompression=20%, Setting=Zero-shot2025.10 | 51.73 | 88.21 | |
| PGSVDCompression=40%, Setting=Zero-shot2025.10 | 39.77 | 78.7 | |
| SVD-ALSCompression=40%, Setting=Zero-shot2025.10 | 31.94 | 71.88 | |
| SVDCompression=40%, Setting=Zero-shot2025.10 | 0.67 | 2.38 | |
| SVDCompression=20%, Setting=Zero-shot2025.10 | 0.57 | 2.84 |