Image-to-Video Retrieval on MSRVTT I2V
92.4Recall@1CLIP4Clip
Evaluation results
| Method | Links | |
|---|---|---|
| CLIP4Clipcitation=[40]2026.02 | 92.4 | |
| GVE-7Bparameters=7B, citation=[20]2026.02 | 89.9 | |
| GVE-3Bparameters=3B, citation=[20]2026.02 | 89.1 | |
| Embed-RL-2Bparameters=2B2026.02 | 89.1 | |
| B3-7Bparameters=7B, citation=[46]2026.02 | 88.4 | |
| Unite-7Bparameters=7B, citation=[27]2026.02 | 88.3 | |
| Embed-RL-4Bparameters=4B2026.02 | 87.9 | |
| InternVideo2-6Bparameters=6B, citation=[55]2026.02 | 86.8 | |
| UniME-7Bparameters=7B, citation=[18]2026.02 | 86.7 | |
| Unite-2Bparameters=2B, citation=[27]2026.02 | 86.3 | |
| VideoCLIP-XLcitation=[48]2026.02 | 86.1 | |
| GME-7Bparameters=7B, citation=[73]2026.02 | 86 | |
| ViCLIPcitation=[54]2026.02 | 84.6 | |
| VLM2Vec-V2version=V2, citation=[41]2026.02 | 84.1 | |
| LanguageBindcitation=[79]2026.02 | 82.7 | |
| GME-2Bparameters=2B, citation=[73]2026.02 | 82.7 | |
| InternVideo2-1Bparameters=1B, citation=[55]2026.02 | 79.4 | |
| BGE-VLcitation=[77]2026.02 | 77.9 |