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Mathematical Expression Recognition on MathWriting 1.0 (test)

5.49CERCTC
5.42285.87646.336.7836Feb 3, 2026

Evaluation results

MethodLinks
CTCImage=false, Stroke=true, Param=35M2026.025.496072—
ProposalMLImage=true, Stroke=false, FPS=0.62, Param=28M, Symbol-Aware Tokenization=true, Random-Masking Mutual Learning=true2026.025.5559.677.9486.04
ProposalImage=true, Stroke=false, FPS=0.62, Param=28M, Symbol-Aware Tokenization=true2026.025.5660.427886.28
PaLIImage=true, Stroke=true, Param=700M2026.025.956473—
PaLIGemmaImage=true, Stroke=true, Param=3B2026.025.976977—
ICALImage=true, Stroke=false, FPS=1.68, Param=7M, reimplemented=true2026.026.0357.6868.1773.67
CoMERImage=true, Stroke=false, FPS=1.62, Param=6M, reimplemented=true2026.026.554.5365.6571.31
BTTRImage=true, Stroke=false, FPS=1.77, Param=6M, reimplemented=true2026.026.8553.3665.5370.94
Google OCRImage=true, Stroke=false2026.027.175368—