Mathematical Expression Recognition on CMER-Bench Moderate
0.8266ROUGE-1CMERNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CMERNetParameters=125M2025.12 | 0.8266 | 0.6072 | 0.8181 | 0.7215 | 88.09 | 0.845 | |
| Dolphin2025.12 | 0.6911 | 0.577 | 0.6689 | 0.4223 | 452.0213 | 0.886 | |
| UniMERNet2025.12 | 0.68 | 0.5449 | 0.6703 | 0.4575 | 133.2556 | 0.866 | |
| MinerUv22025.12 | 0.5716 | 0.4106 | 0.5676 | 0.3218 | 187.2429 | 0.866 | |
| Gemini-2.5-pro2025.12 | 0.5585 | 0.4029 | 0.5553 | 0.266 | 192.4393 | 0.862 | |
| ChatGPT-4o2025.12 | 0.5418 | 0.3792 | 0.5372 | 0.185 | 200.6257 | 0.83 | |
| Qwen-VL-72bParameters=72B2025.12 | 0.5371 | 0.3739 | 0.5279 | 0.2433 | 200.2345 | 0.742 | |
| Claude-Sonnet-42025.12 | 0.4905 | 0.3427 | 0.4864 | 0.1589 | 206.0297 | 0.747 |