MMMU-ProMultimodal

MMMU-Pro is a more difficult extension of MMMU (CVPR 2024 Oral), released by the MMMU team in 2025. It removes multiple-choice items susceptible to guessing and adds reasoning steps and interdisciplinary questions. Its roughly 5,000 university-level multimodal questions evaluate difficult cross-disciplinary visual understanding and reasoning.

Ranking Sources

#ModelScore

1

GPT-5.6 SolOpenAI

83.0%

2

Gemini 3.1 ProGoogle

83.0%

3

Qwen3.8-MaxAlibaba · 0902

82.7%

4

Claude Opus 5Anthropic

82.6%

5

Kimi K3Moonshot AI

81.6%

6

Claude Fable 5Anthropic

81.2%

7

GPT-5.5OpenAI

81.2%

8

GPT-5.4OpenAI

81.2%

9

Gemini 3 ProGoogle

81.0%

10

Kimi-K2.6Moonshot AI

79.4%

38 models total

Back to benchmarks

MMMU-ProMultimodal

Official website

MMMU-Pro is a more difficult extension of MMMU (CVPR 2024 Oral), released by the MMMU team in 2025. It removes multiple-choice items susceptible to guessing and adds reasoning steps and interdisciplinary questions. Its roughly 5,000 university-level multimodal questions evaluate difficult cross-disciplinary visual understanding and reasoning.

Ranking Sources

#ModelScore

1

GPT-5.6 SolOpenAI

83.0%

2

Gemini 3.1 ProGoogle

83.0%

3

Qwen3.8-MaxAlibaba · 0902

82.7%

4