Image Classification on ImageNet (Accuracy vs Zero-shot Baseline)
80.1AccuracyAReS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AReSService Model=CLIP ViT-B/16, Shot Count=16-shot2026.04 | 80.1 | 13.4 | |
| VR (glass-box)Service Model=CLIP ViT-B/16, Shot Count=16-shot2026.04 | 67.4 | 0.7 | |
| BlackVIPService Model=CLIP ViT-B/16, Shot Count=16-shot2026.04 | 67.1 | 0.4 | |
| Zero-shotService Model=CLIP ViT-B/16, Shot Count=16-shot2026.04 | 66.7 | — | |
| BARService Model=CLIP ViT-B/16, Shot Count=16-shot2026.04 | 64.6 | -2.1 | |
| VP w/ SPSA-GCService Model=CLIP ViT-B/16, Shot Count=16-shot2026.04 | 62.3 | -4.4 |