Video Reasoning on Aggregate (VSI-Bench, VideoMMMU, MMVU, MVBench, TempCompass, VideoMME)
54.1Average ScoreVideo-R1-7B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Video-R1-7BFrames/Resolution=32/1282025.10 | 54.1 | 56.6 | |
| Video-R1-7BFrames/Resolution=16/2562025.10 | 53.3 | 56 | |
| V-Reason-7B (Lite)Frames/Resolution=32/1282025.10 | 51.4 | 56 | |
| V-Reason-7BFrames/Resolution=32/1282025.10 | 51.2 | 55.9 | |
| V-Reason-7BFrames/Resolution=16/2562025.10 | 50.2 | 54.8 | |
| Qwen2.5-VL-7BFrames/Resolution=32/1282025.10 | 50 | 54.6 | |
| V-Reason-7B (Lite)Frames/Resolution=16/2562025.10 | 49.9 | 54.6 | |
| Qwen2.5-VL-7BFrames/Resolution=16/2562025.10 | 49 | 53.6 | |
| V-Reason-3B (Lite)Frames/Resolution=32/1282025.10 | 38.3 | 41.3 | |
| V-Reason-3BFrames/Resolution=32/1282025.10 | 37.9 | 41.2 | |
| Qwen2.5-VL-3BFrames/Resolution=32/1282025.10 | 37 | 40.3 |