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ResearchFormerly WizWand

Multimodal Understanding on MME (MME Score)

1,696.1MME ScoreBagel+LatentUMM
797.6441,030.8971,264.151,497.403May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Bagel+LatentUMM2026.051,696.1
Bagel+UniGame2026.051,692.1
BagelParams=14B2026.051,691.4
Bagel+UniCot2026.051,690.5
Bagel+SFT2026.051,690.1
Bagel+RecA2026.051,689.1
Show-O2Params=7B2026.051,619.8
Omnigen2Params=7B2026.051,584.4
Janus ProParams=7B2026.051,547.9
Show-O2Params=1.5B2026.051,413.3
Janus FlowParams=1.3B2026.051,305.6
JanusParams=1.3B2026.051,221.4
Show-OParams=1.3B2026.051,188.5
Emu3Params=8B2026.051,176
MMaDAParams=8B2026.05939
Emu3.5Params=34B2026.05832.2