Image Classification on Tiny-ImageNet (OOD)
76Top-1 Accuracyα-CLIP
Evaluation results
| Method | Links | |
|---|---|---|
| α-CLIPSetting=Zero-shot2026.01 | 76 | |
| RoSHOTSetting=Zero-shot2026.01 | 49.2 | |
| BiPromptSetting=Zero-shot2026.01 | 44.1 | |
| BlocksSetting=Zero-shot2026.01 | 42.8 | |
| PatchesSetting=Zero-shot2026.01 | 42.4 | |
| ImagesSetting=Zero-shot2026.01 | 41.2 | |
| TPTSetting=Zero-shot2026.01 | 29.6 | |
| VanillaSetting=Zero-shot2026.01 | 23.2 | |
| Full field-awareSetting=Tiny-ImageNet reveal, Comparison=Full field-aware2026.05 | 12.8 | |
| TaskSetting=Tiny-ImageNet reveal, Comparison=Task2026.05 | 10 |