Classification on UCF101 (ACC, NLPD, ECE)
63.07ACCTTA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TTABackbone=OpenCLIP ViT-B-32, Mode=Zero-shot, Augmentation=Test-time Augmentation2024.12 | 63.07 | 1.5 | 11.75 | |
| BayesVLMBackbone=OpenCLIP ViT-B-32, Mode=Zero-shot2024.12 | 61.43 | 1.44 | 3.57 | |
| CLIPBackbone=OpenCLIP ViT-B-32, Mode=Zero-shot2024.12 | 59.82 | 1.59 | 11.52 | |
| CLIP (temp. scaling)Backbone=OpenCLIP ViT-B-32, Mode=Zero-shot, Calibration=Temperature Scaling2024.12 | 59.82 | 1.46 | 3.61 |