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ResearchFormerly WizWand

Multimodal Perception Evaluation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

1,687Perception Score

37

May 27, 2026

MME Perception 16

LLaVA-1.5+ (Ours)

1,515.3Perception Score

18

Feb 26, 2026

189.47Existence Score

16

Apr 14, 2026