Image-text understanding on GQA
61GQA ScoreQwen2.5-VL 7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen2.5-VL 7BToken Budget=All 1296 Tokens, Reduction Percentage=0%2026.03 | 61 | 100 | |
| PromPruneToken Budget=512, Reduction Percentage=60.5%2026.03 | 50.4 | 94.8 | |
| VisPrunerToken Budget=512, Reduction Percentage=60.5%2026.03 | 50.3 | 94 | |
| DivPruneToken Budget=512, Reduction Percentage=60.5%2026.03 | 50 | 94.2 | |
| VisPrunerToken Budget=256, Reduction Percentage=80.2%2026.03 | 48.4 | 91.7 | |
| PromPruneToken Budget=256, Reduction Percentage=80.2%2026.03 | 48.3 | 92.6 | |
| DivPruneToken Budget=256, Reduction Percentage=80.2%2026.03 | 47.8 | 91.1 | |
| PromPruneToken Budget=128, Reduction Percentage=90.1%2026.03 | 44.7 | 87.9 | |
| VisPrunerToken Budget=128, Reduction Percentage=90.1%2026.03 | 44.5 | 86.2 | |
| DivPruneToken Budget=128, Reduction Percentage=90.1%2026.03 | 44.2 | 86.5 |