Multimodal & Grounded benchmark
MStar leaderboard
Every model the catalog carries a published MStar value for, ranked by that value.
CategoryMultimodal & Grounded
MeasureImage-grounded QA
TasksReal-image visual QA
DifficultyGeneral visual reasoning
Published byQwen3.6 launch benchmarks
A general visual question-answering benchmark used in provider tables for real-image reasoning quality.
MStar ranking
1 model with a published MStar value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.
| Rank | Model | Provider | Image-grounded QA |
|---|---|---|---|
| 1 |  Qwen3.6-27B | Alibaba | 81.4 |
Evidence key: Observed
Rows are ordered by the value Qwen3.6 launch benchmarks published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.