Zero-shot Classification on SUN397
65.4Top-1 Clean AccTTE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TTE2026.01 | 65.4 | 20.2 | — | — | — | — | — | |
| R-TPT2026.01 | 64.1 | 53.1 | — | — | — | — | — | |
| CLIP2026.01 | 63.6 | 0.2 | — | — | — | — | — | |
| CSR2026.01 | 63 | 66.3 | — | — | — | — | — | |
| Anti-Adv2026.01 | 62.5 | 22.7 | — | — | — | — | — | |
| HD2026.01 | 59.7 | 4 | — | — | — | — | — | |
| LPF2026.01 | 59.2 | 31.3 | — | — | — | — | — | |
| FARE2026.01 | 47.6 | 45.7 | — | — | — | — | — | |
| TTC2026.01 | 47.5 | 26.2 | — | — | — | — | — | |
| TeCoA2026.01 | 39.9 | 37.2 | — | — | — | — | — | |
| TAMEBackbone=ViT-B/32, Evaluation Protocol=Zero-shot, Prompt Configuration=V-L Independent2026.05 | — | — | 48.9 | — | 50.2 | 49.6 | 45.8 | |
| VanillaBackbone=ViT-B/32, Evaluation Protocol=Zero-shot2026.05 | — | — | 1.1 | — | 0.2 | 8.6 | 0 |