Temporal Video Grounding on TVGBench
26.5mIoUSER-7B
Evaluation Results
| Method | Links | |
|---|---|---|
| SER-7BParameters=7B2026.06 | 26.5 | |
| VISDCategory=Ours2026.05 | 24.8 | |
| VideoLLaMA3-7BModel=VideoLLaMA3-7B2025.10 | 22.2 | |
| VideoLLaMA3-7BParameters=7B2026.06 | 22.2 | |
| VisionCoach-7BCategory=Tool-free Methods, Evaluated by Authors=true2026.05 | 21 | |
| Open-o3-Video-7B (Ours)Model=Open-o3-Video-7B (Ours)2025.10 | 20.8 | |
| Open-o3-Video2026.06 | 20.8 | |
| Open-o3-Video-7BCategory=Tool-free Methods, Evaluated by Authors=true2026.05 | 19.2 | |
| Qwen2.5-VL-7B (Base)Model=Qwen2.5-VL-7B (Base)2025.10 | 16.3 | |
| Qwen2.5-VL-7BCategory=Tool-free Methods2026.05 | 16.3 | |
| Qwen2.5-VL-7BParameters=7B, Model Version=Base model2026.06 | 16.3 | |
| VideoRFT-7BModel=VideoRFT-7B2025.10 | 14.3 | |
| VideoRFT-7BCategory=Tool-free Methods2026.05 | 14.3 | |
| VideoRFT-7BParameters=7B2026.06 | 14.3 | |
| LongVT-RL-7BCategory=Tool-calling Methods, Evaluated by Authors=true2026.05 | 10.6 | |
| VideoR1-7BModel=VideoR1-7B2025.10 | 9.6 | |
| VideoR1-7BCategory=Tool-free Methods2026.05 | 9.6 | |
| VideoR1-7BParameters=7B2026.06 | 9.6 | |
| InternVL-2.5-8BModel=InternVL-2.5-8B2025.10 | 6.3 | |
| InternVL-2.5-8BParameters=8B2026.06 | 6.3 |