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Papers Benchmarks Datasets Tasks

Mathematical Expression Recognition research benchmarks · SOTA2 Research

Mathematical Expression Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MathWriting 1.0 (test)

5.49CER

9

Feb 26, 2026

MathWriting 1.0 (val)

3.95CER

9

Feb 26, 2026

CMER-Bench Complex

77.5ROUGE-1

8

Feb 26, 2026

CMER-Bench Moderate

0.827ROUGE-1

8

Feb 26, 2026

CMER-Bench Easy

86.26ROUGE-1

8

Feb 26, 2026

im2latex normalized v2 (test)

37.2Edit Distance

7

Feb 26, 2026

UniMER SCE newest (test)

UniMERNet-small

94.06CDM

6

Feb 26, 2026

UniMER HWE newest (test)

0.245CDM

6

Feb 26, 2026

UniMER CPE newest (test)

96.71CDM

6

Feb 26, 2026

UniMER SPE newest (test)

99.14CDM

6

Feb 26, 2026

IM2LATEX-100K 1.0 (test)

Hybrid Vision Transformer

89.94BLEU-4

4

Mar 10, 2026

im2latex unnormalized v2 (test)

98.75Edit Distance Score

3

Feb 26, 2026

Popular datasets

UniMER im2latex CMER-Bench MathWriting

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