Handwriting Recognition on sentence-based dataset (WI)
6.78CEROurs-Base
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours-Base#Params=3.90M, MACs=2.40B2025.02 | 6.78 | 24.63 | |
| ResNet (enc.)#Params=3.97M, MACs=2.37B2025.02 | 8.2 | 28.74 | |
| SwinV2 (enc.)#Params=3.89M, MACs=2.41B2025.02 | 9.06 | 33.44 | |
| ConvNeXt (enc.)#Params=3.87M, MACs=2.40B2025.02 | 9.48 | 34.72 | |
| ViT (enc.)#Params=3.72M, MACs=1.93B2025.02 | 10.57 | 37.35 | |
| Ours-Small#Params=0.54M, MACs=0.32B2025.02 | 13.22 | 48.75 | |
| CLDNN#Params=0.75M, MACs=1.17B2025.02 | 17.47 | 59.17 | |
| CNN+BiLSTM#Params=0.41M, MACs=0.61B2025.02 | 18.94 | 66.25 | |
| MLP-Mixer (enc.)#Params=15.71M, MACs=8.04B2025.02 | 75.14 | 100 |