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Formula Recognition on UniMER SPE (test)

99.4CDMMinerU2.5-Pro
90.87293.08695.397.514May 16, 2026

Evaluation results

MethodLinks
MinerU2.5-ProType=ARM, Size=1.2B, TPS=48.4, Mem=2.32026.0599.4
PA-BDMType=BDM, Size=3B, TPS=267.2, Mem=7.32026.0598.7
Dolphinv2Type=ARM, Size=3B, TPS=34.1, Mem=7.32026.0598.1
MonkeyOCR-ProType=ARM, Size=3B, TPS=32.3, Mem=7.22026.0597.6
MinerU-DiffusionType=DLM, Size=2.5B, TPS=155.7, Mem=5.82026.0596.8
Qwen2.5VLType=ARM, Size=72B2026.0596.2
DiffusionVLType=BDM, Size=3B, TPS=92.3, Mem=7.22026.0595.3
LaViDaType=DLM, Size=3B, TPS=72.5, Mem=8.02026.0591.2