Multimodal Understanding on MMBC
81AccuracyQwen2.5-VL-7B
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen2.5-VL-7BToken Retention Ratio=100%, Backbone=Qwen2.5-VL-7B2026.02 | 81 | |
| EntropyPruneToken Retention Ratio=25%, Backbone=Qwen2.5-VL-7B2026.02 | 79.6 | |
| CDPrunerToken Retention Ratio=25%, Backbone=Qwen2.5-VL-7B2026.02 | 77.7 | |
| FastVToken Retention Ratio=25%, Backbone=Qwen2.5-VL-7B2026.02 | 77.2 | |
| EntropyPruneToken Retention Ratio=12.5%, Backbone=Qwen2.5-VL-7B2026.02 | 75.8 | |
| CDPrunerToken Retention Ratio=12.5%, Backbone=Qwen2.5-VL-7B2026.02 | 74.7 | |
| FastVToken Retention Ratio=12.5%, Backbone=Qwen2.5-VL-7B2026.02 | 60 |