Multi-modality Evaluation on MMB-en (test)
100Relative PerformanceQwen2.5-VL-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen2.5-VL-7BPruning ratio=0%2026.03 | 100 | 82.8 | |
| ResPrunePruning ratio=66.7%2026.03 | 98.4 | 82.5 | |
| ResPrunePruning ratio=77.8%2026.03 | 96.9 | 81.7 | |
| DivPrunePruning ratio=66.7%2026.03 | 96.7 | 82.6 | |
| DivPrunePruning ratio=77.8%2026.03 | 95.1 | 81.6 | |
| FastVPruning ratio=66.7%2026.03 | 92.3 | 75.7 | |
| ResPrunePruning ratio=88.9%2026.03 | 92.2 | 79.5 | |
| DivPrunePruning ratio=88.9%2026.03 | 90.4 | 79.4 | |
| FastVPruning ratio=77.8%2026.03 | 88.9 | 74.9 | |
| FastVPruning ratio=88.9%2026.03 | 82.6 | 69.2 |