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Video-MME-v2

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Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.

Reviewed recommendation and limits

Use grouped questions to examine whether video understanding stays consistent across related observations and reasoning steps.

Keep grouped nonlinear score separate from per-question accuracy. Match dependency scoring, sampled frames, subtitle alignment, audio input and reasoning mode.. Imported groups below may use different protocols; this review does not certify each run. Separate subtitle text from raw audio, frame budgets and thinking settings. Public data does not prove freedom from contamination. Dataset use is restricted to academic research.

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Video-MME-v2 · video-mme-v2

Source
Hugging Face eval result
Version
Not reported
Measurement date
2026-06-23
Metric
% · Higher is better
Evaluation scope
Registered model evaluation · MiniMax-M3 model card

Positions are withheld because at least one result lacks explicit independent provenance or a documented evaluation scope. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.

  1. MiniMax M3

    minimax/minimax-m3-20260531

    85.4%

    View modelEvidence Evidence class unreported
Video-MME-v2 model results | VibeLeaderboard