| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Mathematical Reasoning | MathVista | Score229.2 | 385 | |
| Visual Mathematical Reasoning | MathVista | Accuracy85 | 278 | |
| Mathematical Reasoning | MathVista | Accuracy89.2 | 257 | |
| Mathematical Multimodal Reasoning | MathVista | Accuracy85.6 | 218 | |
| Mathematical Reasoning | MathVista (testmini) | Accuracy85.9 | 103 | |
| Mathematical Reasoning | MathVista mini | Accuracy83.9 | 102 | |
| Multimodal Mathematical Reasoning | MathVista MINI | Accuracy0.878 | 90 | |
| Mathematical Reasoning | MathVista mini (test) | Accuracy80.2 | 75 | |
| Multimodal Reasoning | MathVista | Accuracy85.9 | 72 | |
| Mathematical Reasoning | MathVista (test) | Accuracy70.52 | 59 | |
| Multimodal Mathematical Reasoning | MathVista mini (test) | Overall Accuracy77.1 | 48 | |
| Visual Mathematical Reasoning | MathVista (testmini) | Accuracy79.3 | 48 | |
| Mathematical Reasoning in Vision | MathVista | MathVista Accuracy74.7 | 48 | |
| Mathematical Visual Question Answering | MathVista | Accuracy85.6 | 47 | |
| Mathematical Reasoning | MathVista | Accuracy (All)88.9 | 43 | |
| Geometry problem solving | MathVista GPS | Accuracy95.7 | 38 | |
| Multimodal reasoning | MathVista | Pass@189.8 | 36 | |
| Multimodal mathematical reasoning | MathVista (test) | Accuracy74.2 | 34 | |
| Geometry | MathVista mini | Score55.2 | 32 | |
| STEM / Multimodal Reasoning | MathVista | Accuracy83.97 | 28 | |
| Math & Knowledge | MathVista mini | Accuracy85.9 | 25 | |
| Math Reasoning | MathVista | Pass@174.6 | 24 | |
| Mathematical Reasoning | MathVista 96 (testmini) | Score89.1 | 23 | |
| Multimodal Mathematical Reasoning | MathVista testmini | Score63 | 23 | |
| Mathematical Reasoning | MathVista F | Accuracy49 | 23 |