AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

MMMU (val)

Validation set of the Massive Multi-discipline Multimodal Understanding and Reasoning benchmark. Features college-level multimodal questions across 6 core disciplines (Art & Design, Business, Science, Health & Medicine, Humanities & Social Science, Tech & Engineering) spanning 30 subjects and 183 subfields with diverse image types including charts, diagrams, maps, and tables.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
Not recorded
Collected
2026-08-17
Modality
multimodal

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 13

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Qwen3 VL 32B Thinking0.781Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 30B A3B Thinking0.76Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 32B Instruct0.76Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 30B A3B Instruct0.742Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 8B Thinking0.741Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 4B Thinking0.708Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 8B Instruct0.696Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 4B Instruct0.674Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Gemma 3 27B0.649Not recordedNot recorded2025-03-12 · model_announcementLLM Stats
Gemma 3 12B0.596Not recordedNot recorded2025-03-12 · model_announcementLLM Stats
Gemma 3 4B0.488Not recordedNot recorded2025-03-12 · model_announcementLLM Stats
LFM2.5-VL-3B0.484Not recordedNot recorded2026-08-12 · model_announcementLLM Stats
North Micro Vision Instruct0.329Not recordedNot recorded2026-08-12 · model_announcementLLM Stats