SOTAVerified

Handwritten Mathmatical Expression Recognition

Offline Handwritten mathematical Expression Recognition aims to convert 2D images into a 1D structured sequences(LaTeX or MathML)

Papers

Showing 1–16 of 16 papers

TitleStatusHype
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression RecognitionCode1
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression RecognitionCode1
NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition—0
PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest TransformerCode2
ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression RecognitionCode1
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression RecognitionCode2
CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression RecognitionCode1
TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition—0
0/1 Deep Neural Networks via Block Coordinate Descent—0
Syntax-Aware Network for Handwritten Mathematical Expression RecognitionCode1
Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual LearningCode1
Handwritten Mathematical Expression Recognition with Bidirectionally Trained TransformerCode1
A Tree-Structured Decoder for Image-to-Markup GenerationCode1
Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression RecognitionCode0
Watch, attend and parse: An end-to-end neural network based approach to handwritten mathematical expression recognitionCode0
Multi-Scale Dense Networks for Resource Efficient Image ClassificationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Uni-MuMERExpRate82.05—Unverified
2Uni-MuMERExpRate75.36—Unverified
3TAMERExpRate61.23—Unverified
4ICALExpRate60.63—Unverified
5NAMERExpRate60.51—Unverified
6PosFormerExpRate60.45—Unverified
7CoMERExpRate58.38—Unverified
8CAN-ABMExpRate57.26—Unverified
9CAN-DWAPExpRate57—Unverified
10ABMExpRate56.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Uni-MuMERExpRate77.94—Unverified
2PosFormerExpRate60.94—Unverified
3TAMERExpRate60.26—Unverified
4NAMERExpRate60.24—Unverified
5ICALExpRate58.79—Unverified
6CoMERExpRate56.98—Unverified
7CAN-ABMExpRate56.15—Unverified
8CAN-DWAPExpRate56.06—Unverified
9TDv2ExpRate55.18—Unverified
10SANExpRate53.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Uni-MuMERExpRate79.23—Unverified
2PosFormerExpRate62.22—Unverified
3TAMERExpRate61.97—Unverified
4NAMERExpRate61.72—Unverified
5ICALExpRate60.51—Unverified
6CoMERExpRate59.12—Unverified
7TDv2ExpRate58.72—Unverified
8CAN-ABMExpRate55.96—Unverified
9CAN-DWAPExpRate54.88—Unverified
10ABMExpRate53.96—Unverified
#ModelMetricClaimedVerifiedStatus
1PosFormerExpRate69.51—Unverified
2ICALExpRate69.06—Unverified
3NAMERExpRate68.52—Unverified
4TAMERExpRate68.52—Unverified
5CoMERExpRate68.12—Unverified
6CAN-ABMExpRate68.09—Unverified
7CAN-DWAPExpRate67.31—Unverified
8SANExpRate67.1—Unverified
9ABMExpRate65.93—Unverified
10BTTRExpRate64.1—Unverified