Scene Text Recognition on SVTP 645 samples (test)
98.6Word AccuracyDTrOCR
Evaluation Results
| Method | Links | |
|---|---|---|
| DTrOCRTraining data=Real2023.08 | 98.6 | |
| PARSeqTraining data=Real2023.08 | 95.7 | |
| DTrOCRTraining data=Synth2023.08 | 95 | |
| ABINetTraining data=Real2023.08 | 93.9 | |
| TRBATraining data=Real2023.08 | 93.7 | |
| TrOCRBackbone=TrOCR-Large, Training Data=Synthetic + Benchmark2021.09 | 93 | |
| TrOCRBackbone=TrOCR-Base, Training Data=Synthetic + Benchmark2021.09 | 92.1 | |
| TrOCRBackbone=TrOCR-Large, Training Data=Synthetic2021.09 | 91 | |
| TrOCR_LARGETraining data=Synth2023.08 | 91 | |
| TrOCRBackbone=TrOCR-Base, Training Data=Synthetic2021.09 | 90.7 | |
| TrOCR_BASETraining data=Synth2023.08 | 90.7 | |
| MaskOCRBackbone=ViT-L2021.09 | 90.2 | |
| MaskOCR_LARGETraining data=Synth2023.08 | 90.2 | |
| MaskOCRBackbone=ViT-B2021.09 | 89.9 | |
| MaskOCR_BASETraining data=Synth2023.08 | 89.9 | |
| SVTR_BASETraining data=Synth2023.08 | 89.9 | |
| ABINet2021.09 | 89.3 | |
| ABINetTraining data=Synth2023.08 | 89.3 | |
| DiffusionSTRTraining data=Synth2023.08 | 89.2 | |
| CVAE-Feed.2021.09 | 88.9 | |
| PARSeq2021.09 | 88.9 | |
| CVAE-FeedTraining data=Synth2023.08 | 88.9 | |
| PARSeqTraining data=Synth2023.08 | 88.9 | |
| SVTR_LARGETraining data=Synth2023.08 | 88.4 | |
| PREN2D2021.09 | 87.6 | |
| PREN2DTraining data=Synth2023.08 | 87.6 | |
| STN-CSTR2021.09 | 86.2 | |
| VisionLAN2021.09 | 86 | |
| VisionLANTraining data=Synth2023.08 | 86 | |
| Bhunia2021.09 | 85.7 | |
| JVSRTraining data=Synth2023.08 | 85.7 | |
| SRN2021.09 | 85.1 | |
| SRNTraining data=Synth2023.08 | 85.1 | |
| TextScanner2021.09 | 84.8 | |
| TextScannerTraining data=Synth2023.08 | 84.8 | |
| PlugNet2021.09 | 84.3 | |
| PlugNetTraining data=Synth2023.08 | 84.3 | |
| RCEED2021.09 | 83.6 | |
| RobustScanner2021.09 | 82.9 | |
| VITSTR-B2021.09 | 81.8 | |
| ViTSTR_BASETraining data=Synth2023.08 | 81.8 | |
| AutoSTR2021.09 | 81.7 | |
| AutoSTRTraining data=Synth2023.08 | 81.7 | |
| CRNNTraining data=Real2023.08 | 80.6 | |
| TRBA2021.09 | 79.5 | |
| TRBATraining data=Synth2023.08 | 79.5 | |
| CRNNTraining data=Synth2023.08 | 65.9 | |
| CRNN2021.09 | 64.8 |