Multimodal Mathematical Reasoning on MATH-Vision (testmini)
21.05Alg ScoreToT
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ToT2025.06 | 21.05 | 26.32 | 15.79 | 21.05 | 21.05 | 15.79 | 15.79 | 15.79 | 5.26 | 31.58 | 36.84 | 21.05 | 15.79 | 42.11 | 10.53 | 10.53 | 20.39 | |
| VReST2025.06 | 21.05 | 31.58 | 21.05 | 21.05 | 15.79 | 10.53 | 10.53 | 42.11 | 42.11 | 15.79 | 36.84 | 10.53 | 26.32 | 31.58 | 52.63 | 36.84 | 26.64 | |
| QA2025.06 | 15.79 | 15.79 | 10.53 | 21.05 | 0 | 5.26 | 5.26 | 21.05 | 15.79 | 57.89 | 15.79 | 36.84 | 15.79 | 15.79 | 15.79 | 26.32 | 18.42 | |
| CoT2025.06 | 15.79 | 10.53 | 15.79 | 10.53 | 15.79 | 10.53 | 26.32 | 15.79 | 15.79 | 10.53 | 0 | 10.53 | 15.79 | 26.32 | 21.05 | 10.53 | 14.47 | |
| VReST-Votevoting=true2025.06 | 10.53 | 42.11 | 15.79 | 31.58 | 21.05 | 21.05 | 36.84 | 26.32 | 42.11 | 26.32 | 31.58 | 15.79 | 31.58 | 36.84 | 26.32 | 26.32 | 28.29 | |
| Best-of-N2025.06 | 5.26 | 31.58 | 0 | 21.05 | 21.05 | 26.32 | 26.32 | 15.79 | 15.79 | 36.84 | 26.32 | 21.05 | 10.53 | 21.05 | 15.79 | 10.53 | 19.08 | |
| Cantor2025.06 | 5.26 | 21.05 | 10.53 | 15.79 | 15.79 | 10.53 | 0 | 10.53 | 21.05 | 15.79 | 10.53 | 0 | 5.26 | 15.79 | 5.26 | 15.79 | 11.18 | |
| CoT-Votevoting=true2025.06 | 0 | 26.32 | 21.05 | 15.79 | 42.11 | 26.32 | 5.26 | 26.32 | 15.79 | 21.05 | 31.58 | 10.53 | 21.05 | 31.58 | 31.58 | 21.05 | 21.71 |