Video Understanding on MMWorld (test)
33.3ScoreFSR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FSRReduction Ratio=80%, Frames=322026.02 | 33.3 | 98.2 | |
| HoloVReduction Ratio=80%, Frames=322026.02 | 32.9 | 98 | |
| FSRReduction Ratio=70%, Frames=322026.02 | 31.6 | 98.9 | |
| HoloVReduction Ratio=50%, Frames=322026.02 | 31.5 | 99.2 | |
| FSRReduction Ratio=50%, Frames=322026.02 | 31.1 | 100.3 | |
| FSRReduction Ratio=60%, Frames=322026.02 | 31.1 | 99.6 | |
| HoloVReduction Ratio=70%, Frames=322026.02 | 31 | 98.2 | |
| HoloVReduction Ratio=60%, Frames=322026.02 | 30.8 | 98.5 | |
| LLaVA-Video-7B-qwen2Reduction Ratio=100%, Frames=322026.02 | 30 | 100 |