Image Classification on DTD (Acc., ECE)
55.3AccuracyTPT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TPTBackbone=ViT-L/142026.01 | 55.3 | 25 | |
| C-TPTBackbone=ViT-L/142026.01 | 55.1 | 18.3 | |
| O-TPTBackbone=ViT-L/142026.01 | 54.6 | 13.8 | |
| SoCBackbone=ViT-L/142026.01 | 54.4 | 10.9 | |
| Zero-ShotBackbone=ViT-L/142026.01 | 52.4 | 10.3 | |
| C-TPTBackbone=CLIP-RN502025.03 | 42.2 | 19.8 | |
| O-TPTBackbone=CLIP-RN502025.03 | 41.9 | 16.53 | |
| Robust-adapt-ZS-CTPTBackbone=CLIP-RN502025.03 | 41.72 | 15.01 | |
| Robust-adapt-Penalty-CTPTBackbone=CLIP-RN502025.03 | 41.55 | 21.18 | |
| TPTBackbone=CLIP-RN502025.03 | 41.5 | 25.7 | |
| Robust-adapt-SaLs-CTPTBackbone=CLIP-RN502025.03 | 41.37 | 9.2 | |
| Zero ShotBackbone=CLIP-RN502025.03 | 40 | 9.91 |