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ResearchFormerly WizWand

Multimodal Understanding on MMBC

81AccuracyQwen2.5-VL-7B
59.1664.8370.576.17Feb 19, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Qwen2.5-VL-7BToken Retention Ratio=100%, Backbone=Qwen2.5-VL-7B2026.0281
EntropyPruneToken Retention Ratio=25%, Backbone=Qwen2.5-VL-7B2026.0279.6
CDPrunerToken Retention Ratio=25%, Backbone=Qwen2.5-VL-7B2026.0277.7
FastVToken Retention Ratio=25%, Backbone=Qwen2.5-VL-7B2026.0277.2
EntropyPruneToken Retention Ratio=12.5%, Backbone=Qwen2.5-VL-7B2026.0275.8
CDPrunerToken Retention Ratio=12.5%, Backbone=Qwen2.5-VL-7B2026.0274.7
FastVToken Retention Ratio=12.5%, Backbone=Qwen2.5-VL-7B2026.0260