Image Classification on CLIP Downstream Suite 10 datasets
1.52DTDTPT
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TPTBackbone=CLIP-RN-50, Metric=SCE2025.03 | 1.52 | 0.63 | 0.25 | 0.11 | 0.6 | 0.54 | 0.38 | 0.51 | 8.23 | 0.24 | 1.3 | |
| C-TPTBackbone=CLIP-RN-50, Metric=SCE2025.03 | 1.43 | 0.62 | 0.26 | 0.11 | 0.53 | 0.67 | 0.32 | 0.51 | 8.07 | 0.23 | 1.27 | |
| O-TPTBackbone=CLIP-RN-50, Metric=SCE2025.03 | 1.34 | 0.6 | 0.27 | 0.12 | 0.51 | 0.69 | 0.3 | 0.5 | 7.85 | 0.22 | 1.24 | |
| Zero ShotBackbone=CLIP-RN-50, Metric=SCE2025.03 | 1.31 | 0.66 | 0.29 | 0.12 | 0.54 | 0.73 | 0.35 | 0.54 | 7.39 | 0.23 | 1.22 |