Handwritten Mathmatical Expression Recognition on CROHME 2014

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#	Model↕	ExpRate▼	Extra Data	Paper	Date↕	Code
1	Uni-MuMER	82.05	Yes	Uni-MuMER: Unified Multi-Task Fine-Tuning of Vis...	2025-05-29	Code
2	Uni-MuMER	75.36	No	Uni-MuMER: Unified Multi-Task Fine-Tuning of Vis...	2025-05-29	Code
3	TAMER	61.23	No	TAMER: Tree-Aware Transformer for Handwritten Ma...	2024-08-16	Code
4	ICAL	60.63	No	ICAL: Implicit Character-Aided Learning for Enha...	2024-05-15	Code
5	NAMER	60.51	No	NAMER: Non-Autoregressive Modeling for Handwritt...	2024-07-16	-
6	PosFormer	60.45	No	PosFormer: Recognizing Complex Handwritten Mathe...	2024-07-10	Code
7	CoMER	58.38	No	CoMER: Modeling Coverage for Transformer-based H...	2022-07-10	Code
8	CAN-ABM	57.26	No	When Counting Meets HMER: Counting-Aware Network...	2022-07-23	Code
9	CAN-DWAP	57	No	When Counting Meets HMER: Counting-Aware Network...	2022-07-23	Code
10	ABM	56.85	No	Handwritten Mathematical Expression Recognition ...	2021-12-07	Code
11	SAN	56.2	No	Syntax-Aware Network for Handwritten Mathematica...	2022-03-03	Code
12	BTTR	53.96	No	Handwritten Mathematical Expression Recognition ...	2021-05-06	Code
13	TDv2	53.62	No	-	-	-
14	DenseWAP-MSA	52.8	No	Multi-Scale Attention with Dense Encoder for Han...	2018-01-05	Code
15	DenseWAP	50.1	No	Multi-Scale Attention with Dense Encoder for Han...	2018-01-05	Code
16	TD	49.1	No	-	-	Code
17	WAP	46.55	No	-	-	Code

#1Uni-MuMERSOTA
82.05
ExpRate· Extra Data· 2025-05-29
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition Code
#2Uni-MuMER
75.36
ExpRate· 2025-05-29
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition Code
#3TAMERSOTA
61.23
ExpRate· 2024-08-16
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition Code
#4ICALSOTA
60.63
ExpRate· 2024-05-15
ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression Recognition Code
#5NAMER
60.51
ExpRate· 2024-07-16
NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition
#6PosFormer
60.45
ExpRate· 2024-07-10
PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer Code
#7CoMERSOTA
58.38
ExpRate· 2022-07-10
CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition Code
#8CAN-ABM
57.26
ExpRate· 2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition Code
#9CAN-DWAP
57
ExpRate· 2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition Code
#10ABMSOTA
56.85
ExpRate· 2021-12-07
Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning Code
#11SAN
56.2
ExpRate· 2022-03-03
Syntax-Aware Network for Handwritten Mathematical Expression Recognition Code
#12BTTRSOTA
53.96
ExpRate· 2021-05-06
Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer Code
#13TDv2
53.62
ExpRate
No paper
#14DenseWAP-MSASOTA
52.8
ExpRate· 2018-01-05
Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition Code
#15DenseWAP
50.1
ExpRate· 2018-01-05
Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition Code
#16TD
49.1
ExpRate
No paperCode
#17WAP
46.55
ExpRate
No paperCode