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ResearchFormerly WizWand

High-resolution Multi-modal Understanding on HR-Bench

72.38AccuracyFlashCache
69.904870.547471.1971.8326Nov 20, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FlashCacheretention ratio=0.052025.1172.38
StreamingLLMretention ratio=0.12025.1171.25
StreamingLLMretention ratio=0.052025.1171.25
FlashCacheretention ratio=0.12025.1171.25
H2Oretention ratio=0.052025.1171.12
SnapKVretention ratio=0.052025.1171.12
SnapKVretention ratio=0.12025.1170.88
Full Cache2025.1170.75
H2Oretention ratio=0.12025.1170.75
LOOK-Mretention ratio=0.052025.1170.25
LOOK-Mretention ratio=0.12025.1170