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ResearchFormerly WizWand

Multi-modal Understanding on MME (Score, Latency, Memory)

2,315MME ScoreOriginal
2,160.042,200.272,240.52,280.73Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
OriginalPruning Ratio=0.0, Backbone=Qwen2.5-VL-7B2026.042,3151,20066816.9
HAWKPruning Ratio=0.6, Backbone=Qwen2.5-VL-7B2026.042,31396027616.1
HAWKPruning Ratio=0.8, Backbone=Qwen2.5-VL-7B2026.042,31190014815.7
DivPrunePruning Ratio=0.6, Backbone=Qwen2.5-VL-7B2026.042,2741,08027616.1
CDPrunerPruning Ratio=0.6, Backbone=Qwen2.5-VL-7B2026.042,2481,14027616.1
DivPrunePruning Ratio=0.8, Backbone=Qwen2.5-VL-7B2026.042,19690014815.7
CDPrunerPruning Ratio=0.8, Backbone=Qwen2.5-VL-7B2026.042,16696014815.7