Image Classification on ImageNet V2 (Accuracy, Robust Accuracy)
69.71AccuracyCAPT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CAPTShot=16, Backbone=ViT-B/16, Domain Role=Target2026.03 | 69.71 | — | |
| TACShot=16, Backbone=ViT-B/16, Domain Role=Target2026.03 | 65.97 | — | |
| LwEIBShot=16, Backbone=ViT-B/16, Domain Role=Target2026.03 | 64.47 | — | |
| CoOpShot=16, Backbone=ViT-B/16, Domain Role=Target2026.03 | 64.2 | — | |
| R-TPTBackbone=CLIP-ResNet502025.04 | 54.9 | 41.6 | |
| TPTBackbone=CLIP-ResNet502025.04 | 54.8 | 0.3 | |
| C-TPTBackbone=CLIP-ResNet502025.04 | 54.3 | 0.1 | |
| MTABackbone=CLIP-ResNet502025.04 | 54.2 | 24.6 | |
| EnsembleBackbone=CLIP-ResNet502025.04 | 52 | 37.2 | |
| CLIPBackbone=CLIP-ResNet502025.04 | 51.5 | 0.1 |