Video Understanding on MVBench 64 frame
70.4MVBench ScoreVanilla
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VanillaModels=InternVL 2.5 8B, Average Tokens=100%2026.02 | 70.4 | 100 | |
| IVC-PruneModels=InternVL 2.5 8B, Average Tokens=50%2026.02 | 70.1 | 100.3 | |
| FastVModels=InternVL 2.5 8B, Average Tokens=53%2026.02 | 69.2 | 98.6 | |
| PDropModels=InternVL 2.5 8B, Average Tokens=56%2026.02 | 68.6 | 97.4 | |
| VanillaModels=Qwen2.5-VL 7B, Average Tokens=100%2026.02 | 67.7 | 100 | |
| FastVModels=Qwen2.5-VL 7B, Average Tokens=54%2026.02 | 67.7 | 99.2 | |
| PDropModels=Qwen2.5-VL 7B, Average Tokens=61%2026.02 | 67.7 | 99.5 | |
| IVC-PruneModels=Qwen2.5-VL 7B, Average Tokens=50%2026.02 | 67.7 | 100.1 |