MathVision-Wildphoto
Qwen3-VL-235B-A22B 63.8% Models solve MathVision style problems shown in photos taken in natural settings, judging from the name. The Qwen3-VL report gives no citation or further description.
In-house Qwen evaluation. The tasks are not public. The description, scoring and format are guesses from the name.
- Made by
- Qwen (Alibaba)
- Released
- November 2025
- Kind
- Visual math and diagrams
- Level
- School
- Scored
- Checked automatically
- Answers
- Short answer
- Tasks
- Kept private
- Last in a system card
- November 2025
- Last model added
- November 2025
Qwen3-VL-235B-A22B leads with 63.8%
Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.
Source: Labs’ model cards
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | Qwen3-VL-235B-A22B | 63.8% | Nov 2025 | Lab model card |
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Source: Labs’ model cards
Labs report it only in system cards
We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark. Some system cards do, below.
One system card reports it
Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| Nov 26, 2025 | Qwen3-VL-235B-A22B technical report | 63.8 | MathVisionWP (Table 2) | Capabilities |
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