Classification on CIFAR-100 (ACC, NLPD, ECE)
73.76AccuracyCLIP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CLIPBackbone=OpenCLIP ViT-B-32, Mode=Zero-shot2024.12 | 73.76 | 0.97 | 6.31 | |
| CLIP (temp. scaling)Backbone=OpenCLIP ViT-B-32, Mode=Zero-shot, Calibration=Temperature Scaling2024.12 | 73.76 | 0.94 | 3.07 | |
| BayesVLMBackbone=OpenCLIP ViT-B-32, Mode=Zero-shot2024.12 | 73.63 | 0.95 | 1.92 | |
| TTABackbone=OpenCLIP ViT-B-32, Mode=Zero-shot, Augmentation=Test-time Augmentation2024.12 | 65.64 | 1.26 | 5.27 |