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Handwritten Mathmatical Expression Recognition
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CROHME 2016
Handwritten Mathmatical Expression Recognition on CROHME 2016
Metric: ExpRate (higher is better)
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#
Model
↕
ExpRate
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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
#1
Uni-MuMER
SOTA
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
#2
PosFormer
SOTA
60.94
ExpRate
· 2024-07-10
PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer
Code
#3
TAMER
60.26
ExpRate
· 2024-08-16
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition
Code
#4
NAMER
60.24
ExpRate
· 2024-07-16
NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition
#5
ICAL
SOTA
58.79
ExpRate
· 2024-05-15
ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression Recognition
Code
#6
CoMER
SOTA
56.98
ExpRate
· 2022-07-10
CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition
Code
#7
CAN-ABM
56.15
ExpRate
· 2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition
Code
#8
CAN-DWAP
56.06
ExpRate
· 2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition
Code
#9
TDv2
55.18
ExpRate
No paper
#10
SAN
SOTA
53.6
ExpRate
· 2022-03-03
Syntax-Aware Network for Handwritten Mathematical Expression Recognition
Code
#11
ABM
SOTA
52.92
ExpRate
· 2021-12-07
Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning
Code
#12
BTTR
SOTA
52.31
ExpRate
· 2021-05-06
Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer
Code
#13
DenseWAP-MSA
SOTA
50.1
ExpRate
· 2017-03-29
Multi-Scale Dense Networks for Resource Efficient Image Classification
Code
#14
TD
48.5
ExpRate
No paper
Code
#15
DenseWAP
47.5
ExpRate
· 2017-03-29
Multi-Scale Dense Networks for Resource Efficient Image Classification
Code
#16
WAP
44.55
ExpRate
No paper
Code