Video Understanding on Video-MME (Video MME Score and Average)
71.56Video MME ScoreFLoC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FLoCModel=Qwen2.5-VL-32B, Max Frames=72002025.10 | 71.56 | 70.63 | |
| DyCokeModel=Qwen2.5-VL-32B, Max Frames=72002025.10 | 71 | 69.04 | |
| -Model=Qwen2.5-VL-32B, Max Frames=7682025.10 | 70.41 | 68.19 | |
| LongVUModel=Qwen2.5-VL-32B, Max Frames=72002025.10 | 70.37 | 69.07 | |
| DivPruneModel=Qwen2.5-VL-32B, Max Frames=72002025.10 | 70.26 | 69.32 | |
| TS-LLaVAModel=Qwen2.5-VL-32B, Max Frames=72002025.10 | 70.22 | 69.44 | |
| RandomModel=Qwen2.5-VL-32B, Max Frames=72002025.10 | 69.7 | 68.94 | |
| PruneVidModel=Qwen2.5-VL-32B, Max Frames=72002025.10 | 68 | 67.23 | |
| -Model=Qwen2.5-VL-7B, Max Frames=7682025.10 | 66.33 | 65.82 | |
| FLoCModel=Qwen2.5-VL-7B, Max Frames=72002025.10 | 65.85 | 67.03 | |
| DyCokeModel=Qwen2.5-VL-7B, Max Frames=72002025.10 | 65.78 | 66.69 | |
| TS-LLaVAModel=Qwen2.5-VL-7B, Max Frames=72002025.10 | 65.07 | 66.52 | |
| LongVUModel=Qwen2.5-VL-7B, Max Frames=72002025.10 | 65.04 | 66.27 | |
| DivPruneModel=Qwen2.5-VL-7B, Max Frames=72002025.10 | 64.93 | 65.81 | |
| RandomModel=Qwen2.5-VL-7B, Max Frames=72002025.10 | 64.56 | 65.57 | |
| PruneVidModel=Qwen2.5-VL-7B, Max Frames=72002025.10 | 62.96 | 64.68 |