Formula Recognition on UniMERNet CPE
98.97CDMMinerU2.5-Pro
Evaluation Results
| Method | Links | |
|---|---|---|
| MinerU2.5-ProType=Decoupled2026.04 | 98.97 | |
| PaddleOCR-VLType=Decoupled2026.04 | 98.93 | |
| MinerU2.5-ProType=ARM, Size=1.2B, TPS=48.4, Mem=2.32026.05 | 98.9 | |
| PaddleOCR-VL-1.5Type=Decoupled2026.04 | 98.84 | |
| Qwen3.5-397BType=General2026.04 | 98.32 | |
| MinerU2.5Type=Decoupled2026.04 | 97.79 | |
| Qwen3-VL-235BType=General2026.04 | 97.47 | |
| GLM-OCRType=Decoupled2026.04 | 96.74 | |
| PA-BDMType=BDM, Size=3B, TPS=267.2, Mem=7.32026.05 | 94.7 | |
| FireRed-OCRType=End-to-End2026.04 | 94.35 | |
| DeepSeek-OCR 2Type=End-to-End2026.04 | 91.97 | |
| MinerU-DiffusionType=DLM, Size=2.5B, TPS=155.7, Mem=5.82026.05 | 91.6 | |
| MonkeyOCR-ProType=ARM, Size=3B, TPS=32.3, Mem=7.22026.05 | 91.4 | |
| Qwen2.5VLType=ARM, Size=72B2026.05 | 88.9 | |
| Dolphinv2Type=ARM, Size=3B, TPS=34.1, Mem=7.32026.05 | 88.1 | |
| DiffusionVLType=BDM, Size=3B, TPS=92.3, Mem=7.22026.05 | 64.3 | |
| LaViDaType=DLM, Size=3B, TPS=72.5, Mem=8.02026.05 | 43.7 |