Handwriting Recognition on Our Word-Based Dataset WI
9.44CEROurs-Base
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours-Base#Params=3.89M, MACs=600M2025.02 | 9.44 | 32.17 | |
| ResNet (enc.)#Params=3.97M, MACs=591M2025.02 | 10.89 | 36.71 | |
| SwinV2 (enc.)#Params=3.88M, MACs=601M2025.02 | 11.7 | 40.69 | |
| ConvNeXt (enc.)#Params=3.86M, MACs=600M2025.02 | 12.25 | 42.16 | |
| MLP-Mixer (enc.)#Params=3.90M, MACs=802M2025.02 | 13.37 | 43.25 | |
| ViT (enc.)#Params=3.71M, MACs=477M2025.02 | 13.89 | 45.24 | |
| Ours-Small#Params=0.53M, MACs=79M2025.02 | 15.29 | 50.7 | |
| CLDNN#Params=0.75M, MACs=291M2025.02 | 19.05 | 60.2 | |
| CNN+BiLSTMDescription=re-implementation, #Params=0.40M, MACs=152M2025.02 | 21.32 | 64.83 |