Video Retrieval on UVRB Average of 16 datasets
60.2Average ScoreEmbed-RL-4B
Evaluation Results
| Method | Links | |
|---|---|---|
| Embed-RL-4Bparameters=4B2026.02 | 60.2 | |
| Embed-RL-2Bparameters=2B2026.02 | 58.7 | |
| GVE-7Bparameters=7B, citation=[20]2026.02 | 57.3 | |
| GVE-3Bparameters=3B, citation=[20]2026.02 | 54.4 | |
| Unite-7Bparameters=7B, citation=[27]2026.02 | 53.8 | |
| GME-7Bparameters=7B, citation=[73]2026.02 | 53 | |
| UniME-7Bparameters=7B, citation=[18]2026.02 | 52.1 | |
| B3-7Bparameters=7B, citation=[46]2026.02 | 51.1 | |
| VLM2Vec-V2version=V2, citation=[41]2026.02 | 50.8 | |
| VideoCLIP-XLcitation=[48]2026.02 | 49.1 | |
| GME-2Bparameters=2B, citation=[73]2026.02 | 48.8 | |
| LanguageBindcitation=[79]2026.02 | 48.7 | |
| Unite-2Bparameters=2B, citation=[27]2026.02 | 48 | |
| BGE-VLcitation=[77]2026.02 | 44.3 | |
| InternVideo2-6Bparameters=6B, citation=[55]2026.02 | 42.7 | |
| InternVideo2-1Bparameters=1B, citation=[55]2026.02 | 40.4 | |
| CLIP4Clipcitation=[40]2026.02 | 39 | |
| ViCLIPcitation=[54]2026.02 | 35.2 |