Temporal Video Grounding on TVGBench (test)
39.6mIoUOpen-o3 + MCoT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Open-o3 + MCoTModel Category=Ours, Configuration=w/ r_ground2026.03 | 39.6 | — | — | — | |
| Open-o3 + MCoTModel Category=Ours2026.03 | 38.2 | — | — | — | |
| Motion-oModel Category=Ours, Configuration=full2026.03 | 37.6 | — | — | — | |
| Motion-oModel Category=Ours, Configuration=w/o r_ground2026.03 | 35.6 | — | — | — | |
| Open-o3 Video-7BModel Category=Open-source2026.03 | 20.8 | — | — | — | |
| ARROWGEVModel Size=3B2026.01 | 20.3 | 31 | 18.6 | 7.5 | |
| Time-R1Model Size=3B2026.01 | 19.8 | 30.5 | 17 | 8 | |
| Qwen2.5-VL-7BModel Category=Open-source2026.03 | 16.3 | — | — | — | |
| Qwen-2.5-VLModel Size=3B2026.01 | 12.6 | 18 | 9.8 | 5.2 | |
| Video-R1-7BModel Category=Open-source2026.03 | 9.6 | — | — | — |