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ResearchFormerly WizWand

Formula Recognition on UniMERNet CPE

98.97CDMMinerU2.5-Pro
41.489256.412171.33586.2579Apr 6, 2026Apr 12, 2026Apr 19, 2026Apr 26, 2026May 2, 2026May 9, 2026May 16, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MinerU2.5-ProType=Decoupled2026.0498.97
PaddleOCR-VLType=Decoupled2026.0498.93
MinerU2.5-ProType=ARM, Size=1.2B, TPS=48.4, Mem=2.32026.0598.9
PaddleOCR-VL-1.5Type=Decoupled2026.0498.84
Qwen3.5-397BType=General2026.0498.32
MinerU2.5Type=Decoupled2026.0497.79
Qwen3-VL-235BType=General2026.0497.47
GLM-OCRType=Decoupled2026.0496.74
PA-BDMType=BDM, Size=3B, TPS=267.2, Mem=7.32026.0594.7
FireRed-OCRType=End-to-End2026.0494.35
DeepSeek-OCR 2Type=End-to-End2026.0491.97
MinerU-DiffusionType=DLM, Size=2.5B, TPS=155.7, Mem=5.82026.0591.6
MonkeyOCR-ProType=ARM, Size=3B, TPS=32.3, Mem=7.22026.0591.4
Qwen2.5VLType=ARM, Size=72B2026.0588.9
Dolphinv2Type=ARM, Size=3B, TPS=34.1, Mem=7.32026.0588.1
DiffusionVLType=BDM, Size=3B, TPS=92.3, Mem=7.22026.0564.3
LaViDaType=DLM, Size=3B, TPS=72.5, Mem=8.02026.0543.7