Optical Character Recognition on UPTI (val)
95.97AccuracyUTRNet
Evaluation results
| Method | Links | |
|---|---|---|
| UTRNet2023.06 | 95.97 | |
| UTRNet-Small2023.06 | 95.08 | |
| DenseNet-GRU-AttnArchitecture=SOTA Urdu OCR models2023.06 | 94.63 | |
| TRBAArchitecture=Hybrid CNN-RNN2023.06 | 94.16 | |
| ResNet-BiLSTMArchitecture=SOTA Urdu OCR models2023.06 | 93.61 | |
| STAR-NetArchitecture=Hybrid CNN-RNN2023.06 | 93.59 | |
| RAREArchitecture=Hybrid CNN-RNN2023.06 | 92.74 | |
| GRCNNArchitecture=Hybrid CNN-RNN2023.06 | 92.28 | |
| RosettaArchitecture=Hybrid CNN-RNN2023.06 | 92.15 | |
| R2AMArchitecture=Hybrid CNN-RNN2023.06 | 92.07 | |
| VGG-DBILSTM-AttnArchitecture=SOTA Urdu OCR models2023.06 | 92.01 | |
| VGG-LSTM-AttnArchitecture=SOTA Urdu OCR models2023.06 | 91.88 | |
| CRNNArchitecture=Hybrid CNN-RNN2023.06 | 91.49 | |
| VGG-BiLSTMArchitecture=SOTA Urdu OCR models2023.06 | 91.49 | |
| VGG-MDLSTMArchitecture=SOTA Urdu OCR models2023.06 | 91.17 | |
| 5LayerCNN-DBILSTMArchitecture=SOTA Urdu OCR models2023.06 | 90.67 | |
| ABINetArchitecture=Transformer-based2023.06 | 38.96 | |
| TrOCRArchitecture=Transformer-based2023.06 | 37.61 | |
| VITSTRArchitecture=Transformer-based2023.06 | 35.78 | |
| CDistNetArchitecture=Transformer-based2023.06 | 32.48 | |
| VisionLANArchitecture=Transformer-based2023.06 | 29.07 | |
| ParseqArchitecture=Transformer-based2023.06 | 26.41 |