Video Retrieval on LoVR-TH
57.9Recall@10Embed-RL-4B
Evaluation Results
| Method | Links | |
|---|---|---|
| Embed-RL-4Bparameters=4B2026.02 | 57.9 | |
| Embed-RL-2Bparameters=2B2026.02 | 56.5 | |
| Unite-7Bparameters=7B, citation=[27]2026.02 | 55.5 | |
| GVE-7Bparameters=7B, citation=[20]2026.02 | 54.2 | |
| GME-7Bparameters=7B, citation=[73]2026.02 | 52.3 | |
| GVE-3Bparameters=3B, citation=[20]2026.02 | 52.2 | |
| UniME-7Bparameters=7B, citation=[18]2026.02 | 50.4 | |
| VLM2Vec-V2version=V2, citation=[41]2026.02 | 49.2 | |
| B3-7Bparameters=7B, citation=[46]2026.02 | 46.2 | |
| GME-2Bparameters=2B, citation=[73]2026.02 | 44.6 | |
| Unite-2Bparameters=2B, citation=[27]2026.02 | 44.5 | |
| VideoCLIP-XLcitation=[48]2026.02 | 43.9 | |
| LanguageBindcitation=[79]2026.02 | 42.5 | |
| BGE-VLcitation=[77]2026.02 | 38.7 | |
| CLIP4Clipcitation=[40]2026.02 | 33.8 | |
| InternVideo2-6Bparameters=6B, citation=[55]2026.02 | 30.2 | |
| InternVideo2-1Bparameters=1B, citation=[55]2026.02 | 29.8 | |
| ViCLIPcitation=[54]2026.02 | 20.2 |