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Handwritten Mathmatical Expression Recognition
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CROHME 2014
Handwritten Mathmatical Expression Recognition on CROHME 2014
Metric: ExpRate (higher is better)
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#
Model
↕
ExpRate
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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
#1
Uni-MuMER
SOTA
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
#2
Uni-MuMER
75.36
ExpRate
· 2025-05-29
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition
Code
#3
TAMER
SOTA
61.23
ExpRate
· 2024-08-16
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition
Code
#4
ICAL
SOTA
60.63
ExpRate
· 2024-05-15
ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression Recognition
Code
#5
NAMER
60.51
ExpRate
· 2024-07-16
NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition
#6
PosFormer
60.45
ExpRate
· 2024-07-10
PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer
Code
#7
CoMER
SOTA
58.38
ExpRate
· 2022-07-10
CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition
Code
#8
CAN-ABM
57.26
ExpRate
· 2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition
Code
#9
CAN-DWAP
57
ExpRate
· 2022-07-23
When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition
Code
#10
ABM
SOTA
56.85
ExpRate
· 2021-12-07
Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning
Code
#11
SAN
56.2
ExpRate
· 2022-03-03
Syntax-Aware Network for Handwritten Mathematical Expression Recognition
Code
#12
BTTR
SOTA
53.96
ExpRate
· 2021-05-06
Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer
Code
#13
TDv2
53.62
ExpRate
No paper
#14
DenseWAP-MSA
SOTA
52.8
ExpRate
· 2018-01-05
Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition
Code
#15
DenseWAP
50.1
ExpRate
· 2018-01-05
Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition
Code
#16
TD
49.1
ExpRate
No paper
Code
#17
WAP
46.55
ExpRate
No paper
Code