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Handwritten Mathematical Expression Recognition on CROHME 2023 (test)

70.26Expression RateUni-MuMER
52.985657.470361.95566.4397May 29, 2025Jul 9, 2025Aug 20, 2025Oct 1, 2025Nov 11, 2025Dec 23, 2025Feb 3, 2026

Evaluation results

MethodLinks
Uni-MuMERexternal_data=false2025.0570.2681.1388.3571.4795.12——
Uni-MuMERexternal_data=true2025.057079.788774.4295.33——
Vanilla (baseline)2025.0568.3979.1387.5769.2494.43——
TSTexternal_data=true2025.0562.5973.5977.51————
Proposaltraining_data=MathWriting, data_augmentation=false, resolution=224x224, averaged_over_runs=102026.0260.7874.2880.42——83.8786.4
TSTexternal_data=false2025.0560.7270.5175————
COMERreproduced=by [55]2025.0559.8269.2374.12————
ICALreimplemented=true, training_data=MathWriting, data_augmentation=false, resolution=224x2242026.0258.367.3971.35——73.0474.74
CoMERreimplemented=true, training_data=MathWriting, data_augmentation=false, resolution=224x2242026.0256.9166.3969.87——71.5273.04
VLPG2025.0556.4768.5473.63————
BTTRreimplemented=true, training_data=MathWriting, data_augmentation=false, resolution=224x2242026.0253.6563.9668——69.9671.35