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ResearchFormerly WizWand

Multimodal Evaluation on MME (Absolute Score, Retention Rate, Avg Acc.)

1,787.7Absolute ScoreRCP
1,004.2161,207.62051,411.0251,614.4295Apr 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RCPBackbone=LLaVA-1.5-7B, Retained Tokens=1922026.041,787.7101.3699.06
VanillaBackbone=LLaVA-1.5-7B, Retained Tokens=5762026.041,763.7100100
DARTBackbone=LLaVA-1.5-7B, Retained Tokens=1922026.041,758.0299.6898.57
RCPBackbone=LLaVA-1.5-7B, Retained Tokens=1282026.041,735.198.3896.73
VisionZipBackbone=LLaVA-1.5-7B, Retained Tokens=1922026.041,673.7294.998.75
DARTBackbone=LLaVA-1.5-7B, Retained Tokens=642026.041,671.8294.7994.4
RCPBackbone=LLaVA-1.5-7B, Retained Tokens=642026.041,671.494.7795
PDropBackbone=LLaVA-1.5-7B, Retained Tokens=1922026.041,670.2294.797.07
HiREDBackbone=LLaVA-1.5-7B, Retained Tokens=1922026.041,645.393.2996.53
HiREDBackbone=LLaVA-1.5-7B, Retained Tokens=1282026.041,619.7291.8495.2
VisionZipBackbone=LLaVA-1.5-7B, Retained Tokens=642026.041,594.390.494.81
PDropBackbone=LLaVA-1.5-7B, Retained Tokens=1282026.041,573.7689.2395.08
FastVBackbone=LLaVA-1.5-7B, Retained Tokens=1922026.041,532.1986.8788.71
HiREDBackbone=LLaVA-1.5-7B, Retained Tokens=642026.041,514.5885.8891.46
ToMeBackbone=LLaVA-1.5-7B, Retained Tokens=1922026.041,480.4983.9488.32
FastVBackbone=LLaVA-1.5-7B, Retained Tokens=1282026.041,386.8478.6382.86
ToMeBackbone=LLaVA-1.5-7B, Retained Tokens=1282026.041,272.172.1382.75
FastVBackbone=LLaVA-1.5-7B, Retained Tokens=642026.041,189.6967.4573.88
ToMeBackbone=LLaVA-1.5-7B, Retained Tokens=642026.041,077.9261.1273.34
PDropBackbone=LLaVA-1.5-7B, Retained Tokens=642026.041,034.3558.6575.89