Image Classification on CIFAR-10 (ACC, NLPD, ECE)
95.57AccuracyCLIP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CLIPBackbone=OpenCLIP ViT-L-14, Zero-shot=true2024.12 | 95.57 | 0.15 | 0.97 | |
| CLIP (temp. scaling)Backbone=OpenCLIP ViT-L-14, Zero-shot=true2024.12 | 95.57 | 0.15 | 1.35 | |
| BayesVLMBackbone=OpenCLIP ViT-L-14, Zero-shot=true2024.12 | 95.49 | 0.15 | 0.62 | |
| TTABackbone=OpenCLIP ViT-L-14, Zero-shot=true2024.12 | 92.83 | 0.24 | 1.21 |