Long Video Reasoning on LongVideoBench
66.7ScoreGPT-4o
Evaluation Results
| Method | Links | |
|---|---|---|
| GPT-4o2026.06 | 66.7 | |
| Gemini-1.5-Pro2026.06 | 64 | |
| OursSize=7B, #Frames=322026.06 | 55 | |
| KangarooSize=8B, #Frames=642026.06 | 54.8 | |
| Ours(wo-mv)Size=7B, #Frames=322026.06 | 54.8 | |
| Video-R1Size=7B, #Frames=322026.06 | 54.6 | |
| Video-R1-wo-imageSize=7B, #Frames=322026.06 | 53.4 | |
| VideoChat-R1Size=7B, #Frames=162026.06 | 53.3 | |
| Video-R1-wo-imageSize=7B, #Frames=162026.06 | 51.5 | |
| Qwen2.5-VL-7B-SFTSize=7B, #Frames=322026.06 | 51.2 | |
| Video-XLSize=7B, #Frames=1282026.06 | 50.7 | |
| Qwen2.5-VL-7BSize=7B2026.06 | 49.1 | |
| LongVASize=7B, #Frames=1282026.06 | 47.8 | |
| LLaVA-OneVisionSize=7B, #Frames=642026.06 | 42.6 | |
| VideoLLaMA2Size=8×7B, #Frames=162026.06 | 36 |