MMMU-Pro with Tools

Multimodal
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About

MMMU-Pro with Tools evaluates multimodal reasoning on the same college-level MMMU-Pro questions with model access to an image-cropping tool, allowing models to zoom into specific regions of embedded visual content during evaluation.

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Evaluation Stats
Total Models5
Organizations2
Verified Results0
Self-Reported5
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Benchmark Details
Max Score100
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Performance Overview
Score distribution and top performers

Score Distribution

5 models
Top Score
80.4%
Average Score
75.2%
High Performers (80%+)
1

Top Organizations

#1OpenAI
1 model
80.4%
#2Anthropic
4 models
73.9%
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Leaderboard
5 models ranked by performance on MMMU-Pro with Tools
LicenseLinks
Dec 11, 2025
Proprietary
80.4%
Feb 1, 2026
Proprietary
77.3%
Feb 17, 2026
Proprietary
75.6%
Nov 1, 2025
Proprietary
73.9%
Sep 29, 2025
Proprietary
68.9%
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Resources