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Benchmarks
Handwriting Recognition on sentence-based dataset (WI)
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6.78
CER
Ours-Base
4.0456
22.5028
40.96
59.4172
Feb 28, 2025
CER
WER
Updated 5d ago
Evaluation Results
Method
Method
Links
CER
WER
Ours-Base
#Params=3.90M, MACs=2.40B
2025.02
6.78
24.63
ResNet (enc.)
#Params=3.97M, MACs=2.37B
2025.02
8.2
28.74
SwinV2 (enc.)
#Params=3.89M, MACs=2.41B
2025.02
9.06
33.44
ConvNeXt (enc.)
#Params=3.87M, MACs=2.40B
2025.02
9.48
34.72
ViT (enc.)
#Params=3.72M, MACs=1.93B
2025.02
10.57
37.35
Ours-Small
#Params=0.54M, MACs=0.32B
2025.02
13.22
48.75
CLDNN
#Params=0.75M, MACs=1.17B
2025.02
17.47
59.17
CNN+BiLSTM
#Params=0.41M, MACs=0.61B
2025.02
18.94
66.25
MLP-Mixer (enc.)
#Params=15.71M, MACs=8...
2025.02
75.14
100
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