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handwritten-mathmatical-expression

Handwritten Mathmatical Expression Recognition
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PaperCodeExpRateModelNameReleaseDate
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition✓ Link82.05Uni-MuMER2025-05-29
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition✓ Link75.36Uni-MuMER2025-05-29
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition✓ Link61.23TAMER2024-08-16
ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression Recognition✓ Link60.63ICAL2024-05-15
NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition60.51NAMER2024-07-16
PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer✓ Link60.45PosFormer2024-07-10
CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition✓ Link58.38CoMER2022-07-10
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition✓ Link57.26CAN-ABM2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition✓ Link57.00CAN-DWAP2022-07-23
Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning✓ Link56.85ABM2021-12-07
Syntax-Aware Network for Handwritten Mathematical Expression Recognition✓ Link56.2SAN2022-03-03
Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer✓ Link53.96BTTR2021-05-06
TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition53.62TDv22022-06-28
Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition✓ Link52.8DenseWAP-MSA2018-01-05
Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition✓ Link50.1DenseWAP2018-01-05
A Tree-Structured Decoder for Image-to-Markup Generation✓ Link49.1TD
Watch, attend and parse: An end-to-end neural network based approach to handwritten mathematical expression recognition✓ Link46.55WAP2017-07-01
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