Handwriting Recognition on OnHW-words500 Right-Handed WI
7.37CEROurs-Base
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours-Base#Params=3.89M, MACs=600M2025.02 | 7.37 | 15.12 | |
| ResNet (enc.)#Params=3.97M, MACs=591M2025.02 | 8.22 | 18.35 | |
| ConvNeXt (enc.)#Params=3.86M, MACs=600M2025.02 | 8.23 | 18.46 | |
| SwinV2 (enc.)#Params=3.88M, MACs=601M2025.02 | 8.62 | 19.6 | |
| MLP-Mixer (enc.)#Params=3.90M, MACs=802M2025.02 | 9.74 | 21.87 | |
| ViT (enc.)#Params=3.71M, MACs=477M2025.02 | 10.49 | 22.71 | |
| Ours-Small#Params=0.53M, MACs=79M2025.02 | 10.55 | 24.94 | |
| CLDNN#Params=0.75M, MACs=291M2025.02 | 15.62 | 36.71 | |
| CNN+BiLSTMDescription=re-implementation, #Params=0.40M, MACs=152M2025.02 | 17.66 | 43.45 | |
| CNN+BiLSTM (orig.)2025.02 | 27.8 | 60.91 |