Video Reasoning on Video-MME v2
9.4Non-Linear ScoreVISD
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VISDFrames=64, Subtitles=without subtitles2026.05 | 9.4 | 13.4 | 8.2 | 7.9 | 10.2 | 8 | 23.8 | |
| VisionCoach-7BFrames=64, Subtitles=without subtitles2026.05 | 8.6 | 12.1 | 7.3 | 7.5 | 9 | 7.9 | 22.1 | |
| VideoRFT-7BFrames=64, Subtitles=without subtitles2026.05 | 8.2 | 11.8 | 7.4 | 6.8 | 8.8 | 7.2 | 21.7 | |
| Qwen2.5-VL-7BFrames=64, Subtitles=without subtitles2026.05 | 7.9 | 11.4 | 6.7 | 6.7 | 8.2 | 7.3 | 21.3 | |
| Open-o3-Video-7BFrames=64, Subtitles=without subtitles2026.05 | 7.8 | 11 | 6.9 | 6.6 | 8.3 | 6.9 | 21.2 | |
| Video-R1-7BFrames=64, Subtitles=without subtitles2026.05 | 7.7 | 11.1 | 6.7 | 6.4 | 8 | 7.2 | 20.7 |