LVLM Evaluation on MME (test)
100Relative PerformanceQwen2.5-VL-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen2.5-VL-7BPruning ratio=0%2026.03 | 100 | 2,304 | |
| ResPrunePruning ratio=66.7%2026.03 | 98.4 | 2,320 | |
| ResPrunePruning ratio=77.8%2026.03 | 96.9 | 2,246 | |
| DivPrunePruning ratio=66.7%2026.03 | 96.7 | 2,198 | |
| DivPrunePruning ratio=77.8%2026.03 | 95.1 | 2,153 | |
| FastVPruning ratio=66.7%2026.03 | 92.3 | 2,072 | |
| ResPrunePruning ratio=88.9%2026.03 | 92.2 | 2,127 | |
| DivPrunePruning ratio=88.9%2026.03 | 90.4 | 2,051 | |
| FastVPruning ratio=77.8%2026.03 | 88.9 | 2,036 | |
| FastVPruning ratio=88.9%2026.03 | 82.6 | 1,940 |