Optical Character Recognition on UTRSet-Real (val)
92.97AccuracyUTRNet
Evaluation results
| Method | Links | |
|---|---|---|
| UTRNet2023.06 | 92.97 | |
| DenseNet-GRU-AttnArchitecture=SOTA Urdu OCR models2023.06 | 91.1 | |
| UTRNet-Small2023.06 | 90.87 | |
| TRBAArchitecture=Hybrid CNN-RNN2023.06 | 88.92 | |
| STAR-NetArchitecture=Hybrid CNN-RNN2023.06 | 87.05 | |
| ResNet-BiLSTMArchitecture=SOTA Urdu OCR models2023.06 | 86.96 | |
| RAREArchitecture=Hybrid CNN-RNN2023.06 | 85.63 | |
| VGG-DBILSTM-AttnArchitecture=SOTA Urdu OCR models2023.06 | 84.58 | |
| GRCNNArchitecture=Hybrid CNN-RNN2023.06 | 84.21 | |
| VGG-LSTM-AttnArchitecture=SOTA Urdu OCR models2023.06 | 84.16 | |
| R2AMArchitecture=Hybrid CNN-RNN2023.06 | 84.12 | |
| RosettaArchitecture=Hybrid CNN-RNN2023.06 | 84.08 | |
| VGG-MDLSTMArchitecture=SOTA Urdu OCR models2023.06 | 83.3 | |
| CRNNArchitecture=Hybrid CNN-RNN2023.06 | 83.11 | |
| VGG-BiLSTMArchitecture=SOTA Urdu OCR models2023.06 | 83.11 | |
| 5LayerCNN-DBILSTMArchitecture=SOTA Urdu OCR models2023.06 | 82.92 | |
| ABINetArchitecture=Transformer-based2023.06 | 41.17 | |
| TrOCRArchitecture=Transformer-based2023.06 | 38.43 | |
| VITSTRArchitecture=Transformer-based2023.06 | 34.86 | |
| CDistNetArchitecture=Transformer-based2023.06 | 33.72 | |
| VisionLANArchitecture=Transformer-based2023.06 | 28.4 | |
| ParseqArchitecture=Transformer-based2023.06 | 26.13 |