| Benchmark | Model | Rank | Results |
|---|---|---|---|
| zero-shot-action-recognition-on-hmdb51 | ViCLIP L-14 (BVD-V-50M, zero-shot) | – | Top-1 Accuracy: 61.4 |
| zero-shot-action-recognition-on-ucf101 | ViCLIP L-14 (BVD-V-55M, zero-shot) | – | Top-1 Accuracy: 80.5 |
| zero-shot-transfer-image-classification-on-imagenet-r | CLIP ViT-B/16 (LAION-BVD, zero-shot) | – | Accuracy: 40 |
| zero-shot-video-retrieval-on-msr-vtt | ViCLIP L-14 (BVD-V-50M, WiSE-FT, zero-shot) | – | text-to-video R@1: 44.6 |
| zero-shot-video-retrieval-on-msr-vtt-video-to-text | ViCLIP L-14 (BVD-V-10M, WiSE-FT, zero-shot) | – | R@1: 45.3 |