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Handwritten Mathmatical Expression Recognition
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CROHME 2019
Handwritten Mathmatical Expression Recognition on CROHME 2019
Metric: ExpRate (higher is better)
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#
Model
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ExpRate
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Extra Data
Paper
Date
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Code
1
Uni-MuMER
79.23
Yes
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vis...
2025-05-29
Code
2
PosFormer
62.22
No
PosFormer: Recognizing Complex Handwritten Mathe...
2024-07-10
Code
3
TAMER
61.97
No
TAMER: Tree-Aware Transformer for Handwritten Ma...
2024-08-16
Code
4
NAMER
61.72
No
NAMER: Non-Autoregressive Modeling for Handwritt...
2024-07-16
-
5
ICAL
60.51
No
ICAL: Implicit Character-Aided Learning for Enha...
2024-05-15
Code
6
CoMER
59.12
No
CoMER: Modeling Coverage for Transformer-based H...
2022-07-10
Code
7
TDv2
58.72
No
-
-
-
8
CAN-ABM
55.96
No
When Counting Meets HMER: Counting-Aware Network...
2022-07-23
Code
9
CAN-DWAP
54.88
No
When Counting Meets HMER: Counting-Aware Network...
2022-07-23
Code
10
ABM
53.96
No
Handwritten Mathematical Expression Recognition ...
2021-12-07
Code
11
SAN
53.5
No
Syntax-Aware Network for Handwritten Mathematica...
2022-03-03
Code
12
BTTR
52.96
No
Handwritten Mathematical Expression Recognition ...
2021-05-06
Code
13
TD
51.4
No
-
-
Code
14
DenseWAP-MSA
47.7
No
Multi-Scale Dense Networks for Resource Efficien...
2017-03-29
Code
#1
Uni-MuMER
SOTA
79.23
ExpRate
· Extra Data
· 2025-05-29
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition
Code
#2
PosFormer
SOTA
62.22
ExpRate
· 2024-07-10
PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer
Code
#3
TAMER
61.97
ExpRate
· 2024-08-16
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition
Code
#4
NAMER
61.72
ExpRate
· 2024-07-16
NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition
#5
ICAL
SOTA
60.51
ExpRate
· 2024-05-15
ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression Recognition
Code
#6
CoMER
SOTA
59.12
ExpRate
· 2022-07-10
CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition
Code
#7
TDv2
58.72
ExpRate
No paper
#8
CAN-ABM
55.96
ExpRate
· 2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition
Code
#9
CAN-DWAP
54.88
ExpRate
· 2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition
Code
#10
ABM
SOTA
53.96
ExpRate
· 2021-12-07
Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning
Code
#11
SAN
53.5
ExpRate
· 2022-03-03
Syntax-Aware Network for Handwritten Mathematical Expression Recognition
Code
#12
BTTR
SOTA
52.96
ExpRate
· 2021-05-06
Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer
Code
#13
TD
51.4
ExpRate
No paper
Code
#14
DenseWAP-MSA
SOTA
47.7
ExpRate
· 2017-03-29
Multi-Scale Dense Networks for Resource Efficient Image Classification
Code