Mathematical Expression Recognition on CMER-Bench Complex
77.5ROUGE-1CMERNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CMERNetParameters=125M2025.12 | 77.5 | 57.64 | 74.53 | 55.68 | 474.18 | 69 | |
| UniMERNet2025.12 | 76.05 | 61.26 | 75.02 | 40.93 | 483.34 | 68 | |
| MinerUv22025.12 | 69.38 | 52.5 | 68.63 | 32.18 | 657.1495 | 63 | |
| Dolphin2025.12 | 67.91 | 54.88 | 67.06 | 38.05 | 776.9899 | 71.6 | |
| Gemini-2.5-pro2025.12 | 65.89 | 54.24 | 65.28 | 30.89 | 1,282.1165 | 85.6 | |
| Claude-Sonnet-42025.12 | 64.71 | 53.56 | 64.26 | 26.23 | 1,537.9671 | 67.1 | |
| ChatGPT-4o2025.12 | 59.77 | 48.6 | 59.04 | 20.82 | 1,905.0465 | 63.5 | |
| Qwen-VL-72bParameters=72B2025.12 | 59.32 | 49.35 | 58.72 | 19.15 | 2,107.3029 | 79.2 |