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Benchmarks
Handwriting Recognition on Our Word-Based Dataset WI
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9.44
CER
Ours-Base
8.9648
12.1724
15.38
18.5876
Feb 28, 2025
CER
WER
Updated 5d ago
Evaluation Results
Method
Method
Links
CER
WER
Ours-Base
#Params=3.89M, MACs=600M
2025.02
9.44
32.17
ResNet (enc.)
#Params=3.97M, MACs=591M
2025.02
10.89
36.71
SwinV2 (enc.)
#Params=3.88M, MACs=601M
2025.02
11.7
40.69
ConvNeXt (enc.)
#Params=3.86M, MACs=600M
2025.02
12.25
42.16
MLP-Mixer (enc.)
#Params=3.90M, MACs=802M
2025.02
13.37
43.25
ViT (enc.)
#Params=3.71M, MACs=477M
2025.02
13.89
45.24
Ours-Small
#Params=0.53M, MACs=79M
2025.02
15.29
50.7
CLDNN
#Params=0.75M, MACs=291M
2025.02
19.05
60.2
CNN+BiLSTM
Description=re-impleme...
2025.02
21.32
64.83
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