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Multimodal Model Evaluation on MME (Score, Avg. Acc.)

2,303.4MME ScoreQwen2.5-VL-7B
1,859.6321,974.8412,090.052,205.259Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Qwen2.5-VL-7BRetain Tokens=1296, Retain Ratio (%)=100%2026.072,303.484
EADPRetain Tokens=512, Retain Ratio (%)=↓ 60.5%2026.072,213.378
EADPRetain Tokens=256, Retain Ratio (%)=↓ 80.2%2026.072,20274.3
DivPruneRetain Tokens=512, Retain Ratio (%)=↓ 60.5%2026.072,188.478.1
HiPruneRetain Tokens=512, Retain Ratio (%)=↓ 60.5%2026.072,176.575.9
DivPruneRetain Tokens=256, Retain Ratio (%)=↓ 80.2%2026.072,17373.6
HiPruneRetain Tokens=256, Retain Ratio (%)=↓ 80.2%2026.072,153.269.4
EADPRetain Tokens=128, Retain Ratio (%)=↓ 90.1%2026.072,137.968.4
CDPrunerRetain Tokens=512, Retain Ratio (%)=↓ 60.5%2026.072,122.471.6
DivPruneRetain Tokens=128, Retain Ratio (%)=↓ 90.1%2026.072,054.966.4
HiPruneRetain Tokens=128, Retain Ratio (%)=↓ 90.1%2026.072,026.862.3
CDPrunerRetain Tokens=256, Retain Ratio (%)=↓ 80.2%2026.072,017.665
CDPrunerRetain Tokens=128, Retain Ratio (%)=↓ 90.1%2026.071,876.758.2