Multimodal Mathematical Reasoning on MathV
63.16Pass@1 AccuracyChain of Mindset (CoM)
Evaluation results
| Method | Links | |
|---|---|---|
| Chain of Mindset (CoM)Base Model=Qwen3-VL-32B-Instruct2026.02 | 63.16 | |
| Direct I/OBase Model=Qwen3-VL-32B-Instruct2026.02 | 55.92 | |
| CoMBase Model=Gemini-2.0-Flash2026.02 | 51 | |
| Chain of Mindset (CoM)Base Model=Gemini-2.0-Flash2026.02 | 51 | |
| MRPBase Model=Gemini-2.0-Flash2026.02 | 49.34 | |
| Zero-shot CoTBase Model=Gemini-2.0-Flash2026.02 | 48.36 | |
| Direct I/OBase Model=Gemini-2.0-Flash2026.02 | 48.03 | |
| Direct I/OBase Model=Gemini-2.0-Flash2026.02 | 48.03 | |
| ReActBase Model=Gemini-2.0-Flash2026.02 | 47.37 | |
| Tree of ThoughtsBase Model=Gemini-2.0-Flash2026.02 | 39.14 | |
| Chain of CodeBase Model=Gemini-2.0-Flash2026.02 | 22 | |
| Meta-ReasonerBase Model=Gemini-2.0-Flash2026.02 | 21.05 |