List your company

Multimodal Understanding on MME standard (test)

1,803MME-P ScoreUniDFlow
1,317.321,443.411,569.51,695.59Feb 12, 2026

Evaluation results

MethodLinks
UniDFlowParams=4B2026.021,8032,555
MammothModa-2Params=4B2026.021,7531,998
MudditParams=4B2026.021,7001,832
BAGELParams=7B2026.021,6872,388
Janus-ProParams=7B2026.021,567—
TokenFlow-XLParams=13B2026.021,546—
VILA-UParams=7B2026.021,336—
Qwen2.5-VLParams=3B2026.02—2,157