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handwritten-mathmatical-expression-recognition-on-crohme-2019

Optical Character Recognition (OCR)Handwritten Mathematical Expression Recognition
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PaperCodeExpRateModelNameReleaseDate
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition✓ Link79.23Uni-MuMER2025-05-29
PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer✓ Link62.22PosFormer2024-07-10
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition✓ Link61.97TAMER2024-08-16
NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition61.72NAMER2024-07-16
ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression Recognition✓ Link60.51ICAL2024-05-15
CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition✓ Link59.12CoMER2022-07-10
TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition58.72TDv22022-06-28
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition✓ Link55.96CAN-ABM2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition✓ Link54.88CAN-DWAP2022-07-23
Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning✓ Link53.96ABM2021-12-07
Syntax-Aware Network for Handwritten Mathematical Expression Recognition✓ Link53.5SAN2022-03-03
Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer✓ Link52.96BTTR2021-05-06
A Tree-Structured Decoder for Image-to-Markup Generation✓ Link51.4TD
Multi-Scale Dense Networks for Resource Efficient Image Classification✓ Link47.7DenseWAP-MSA2017-03-29
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