| name: MATH-Vision | |
| description: > | |
| MATH-Vision (MATH-V) is a meticulously curated collection of 3,040 | |
| high-quality mathematical problems with visual contexts sourced from real | |
| math competitions. Spanning 16 distinct mathematical disciplines and graded | |
| across 5 levels of difficulty, it evaluates the multimodal mathematical | |
| reasoning abilities of Large Multimodal Models (LMMs). | |
| evaluation_framework: "inspect-ai" | |
| tasks: | |
| - id: mathvision | |
| config: default | |
| split: test | |
| field_spec: | |
| input: question | |
| input_image: decoded_image | |
| target: answer | |
| choices: options | |
| solvers: | |
| - name: system_message | |
| args: | |
| template: | | |
| Solve the following mathematics problem, analyzing the accompanying | |
| image. If answer options are provided, choose the single best one. | |
| Reason step by step, then on the final line output ONLY your answer | |
| in the form: | |
| ANSWER: <your final answer> | |
| - name: generate | |
| scorers: | |
| - name: match | |
| args: | |
| location: end | |
| - id: mathvision_testmini | |
| config: default | |
| split: testmini | |
| field_spec: | |
| input: question | |
| input_image: decoded_image | |
| target: answer | |
| choices: options | |
| solvers: | |
| - name: system_message | |
| args: | |
| template: | | |
| Solve the following mathematics problem, analyzing the accompanying | |
| image. If answer options are provided, choose the single best one. | |
| Reason step by step, then on the final line output ONLY your answer | |
| in the form: | |
| ANSWER: <your final answer> | |
| - name: generate | |
| scorers: | |
| - name: match | |
| args: | |
| location: end |