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 110 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 Recognition0
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 Recognition0
0/1 Deep Neural Networks via Block Coordinate Descent0
Syntax-Aware Network for Handwritten Mathematical Expression RecognitionCode1
Show:102550
← PrevPage 1 of 2Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Uni-MuMERExpRate82.05Unverified
2Uni-MuMERExpRate75.36Unverified
3TAMERExpRate61.23Unverified
4ICALExpRate60.63Unverified
5NAMERExpRate60.51Unverified
6PosFormerExpRate60.45Unverified
7CoMERExpRate58.38Unverified
8CAN-ABMExpRate57.26Unverified
9CAN-DWAPExpRate57Unverified
10ABMExpRate56.85Unverified
#ModelMetricClaimedVerifiedStatus
1Uni-MuMERExpRate77.94Unverified
2PosFormerExpRate60.94Unverified
3TAMERExpRate60.26Unverified
4NAMERExpRate60.24Unverified
5ICALExpRate58.79Unverified
6CoMERExpRate56.98Unverified
7CAN-ABMExpRate56.15Unverified
8CAN-DWAPExpRate56.06Unverified
9TDv2ExpRate55.18Unverified
10SANExpRate53.6Unverified
#ModelMetricClaimedVerifiedStatus
1Uni-MuMERExpRate79.23Unverified
2PosFormerExpRate62.22Unverified
3TAMERExpRate61.97Unverified
4NAMERExpRate61.72Unverified
5ICALExpRate60.51Unverified
6CoMERExpRate59.12Unverified
7TDv2ExpRate58.72Unverified
8CAN-ABMExpRate55.96Unverified
9CAN-DWAPExpRate54.88Unverified
10ABMExpRate53.96Unverified
#ModelMetricClaimedVerifiedStatus
1PosFormerExpRate69.51Unverified
2ICALExpRate69.06Unverified
3NAMERExpRate68.52Unverified
4TAMERExpRate68.52Unverified
5CoMERExpRate68.12Unverified
6CAN-ABMExpRate68.09Unverified
7CAN-DWAPExpRate67.31Unverified
8SANExpRate67.1Unverified
9ABMExpRate65.93Unverified
10BTTRExpRate64.1Unverified