Handwritten Mathmatical Expression Recognition on CROHME 2016

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#	Model↕	ExpRate▼	Extra Data	Paper	Date↕	Code
1	Uni-MuMER	77.94	Yes	Uni-MuMER: Unified Multi-Task Fine-Tuning of Vis...	2025-05-29	Code
2	PosFormer	60.94	No	PosFormer: Recognizing Complex Handwritten Mathe...	2024-07-10	Code
3	TAMER	60.26	No	TAMER: Tree-Aware Transformer for Handwritten Ma...	2024-08-16	Code
4	NAMER	60.24	No	NAMER: Non-Autoregressive Modeling for Handwritt...	2024-07-16	-
5	ICAL	58.79	No	ICAL: Implicit Character-Aided Learning for Enha...	2024-05-15	Code
6	CoMER	56.98	No	CoMER: Modeling Coverage for Transformer-based H...	2022-07-10	Code
7	CAN-ABM	56.15	No	When Counting Meets HMER: Counting-Aware Network...	2022-07-23	Code
8	CAN-DWAP	56.06	No	When Counting Meets HMER: Counting-Aware Network...	2022-07-23	Code
9	TDv2	55.18	No	-	-	-
10	SAN	53.6	No	Syntax-Aware Network for Handwritten Mathematica...	2022-03-03	Code
11	ABM	52.92	No	Handwritten Mathematical Expression Recognition ...	2021-12-07	Code
12	BTTR	52.31	No	Handwritten Mathematical Expression Recognition ...	2021-05-06	Code
13	DenseWAP-MSA	50.1	No	Multi-Scale Dense Networks for Resource Efficien...	2017-03-29	Code
14	TD	48.5	No	-	-	Code
15	DenseWAP	47.5	No	Multi-Scale Dense Networks for Resource Efficien...	2017-03-29	Code
16	WAP	44.55	No	-	-	Code

#1Uni-MuMERSOTA
77.94
ExpRate· Extra Data· 2025-05-29
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition Code
#2PosFormerSOTA
60.94
ExpRate· 2024-07-10
PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer Code
#3TAMER
60.26
ExpRate· 2024-08-16
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition Code
#4NAMER
60.24
ExpRate· 2024-07-16
NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition
#5ICALSOTA
58.79
ExpRate· 2024-05-15
ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression Recognition Code
#6CoMERSOTA
56.98
ExpRate· 2022-07-10
CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition Code
#7CAN-ABM
56.15
ExpRate· 2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition Code
#8CAN-DWAP
56.06
ExpRate· 2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition Code
#9TDv2
55.18
ExpRate
No paper
#10SANSOTA
53.6
ExpRate· 2022-03-03
Syntax-Aware Network for Handwritten Mathematical Expression Recognition Code
#11ABMSOTA
52.92
ExpRate· 2021-12-07
Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning Code
#12BTTRSOTA
52.31
ExpRate· 2021-05-06
Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer Code
#13DenseWAP-MSASOTA
50.1
ExpRate· 2017-03-29
Multi-Scale Dense Networks for Resource Efficient Image Classification Code
#14TD
48.5
ExpRate
No paperCode
#15DenseWAP
47.5
ExpRate· 2017-03-29
Multi-Scale Dense Networks for Resource Efficient Image Classification Code
#16WAP
44.55
ExpRate
No paperCode