Scene Text Recognition on IC13 1015 (test)
97.1AccuracyABINet++ (LV)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ABINet++ (LV)Labeled Datasets=MJ+ST+Real, Vision Model Scale=LV2022.11 | 97.1 | — | |
| ABINet++ (LV)Labeled Datasets=MJ+ST, Vision Model Scale=LV2022.11 | 95.7 | 33.9 | |
| SRNTraining Data=MJ+ST, Annotations=word2021.02 | 95.5 | — | |
| Bhunia et al.Year=2021, Labeled Datasets=MJ+ST2022.11 | 95.5 | — | |
| ABINet++‡ (LV)Labeled Datasets=MJ+ST, Unlabeled Datasets=Uber-Text, Vision Model Scale=LV, Training Strategy=ensemble self-training2022.11 | 95.5 | — | |
| PIMNet Qiao et al.Year=2021, Labeled Datasets=MJ+ST+Real2022.11 | 95.4 | — | |
| ABINet++† (LV)Labeled Datasets=MJ+ST, Unlabeled Datasets=Uber-Text, Vision Model Scale=LV, Training Strategy=self-training2022.11 | 94.9 | — | |
| Textscanner Wan et al.Year=2020, Labeled Datasets=MJ+ST+Real2022.11 | 94.9 | — | |
| RobustScanner Yue et al.Year=2020, Labeled Datasets=MJ+ST2022.11 | 94.8 | 36 | |
| GTC Hu et al.Year=2020, Labeled Datasets=MJ+ST+Real2022.11 | 94.4 | — | |
| FANTraining Data=MJ+ST, Annotations=word2021.02 | 94.2 | — | |
| SATRNTraining Data=MJ+ST, Annotations=word2021.02 | 94.1 | — | |
| STN-CSTRTraining Data=MJ+ST, Annotations=word, STN=true2021.02 | 94.1 | — | |
| DANTraining Data=MJ+ST, Annotations=word2021.02 | 93.9 | — | |
| DAN Wang et al.Year=2020, Labeled Datasets=MJ+ST2022.11 | 93.9 | — | |
| PIMNet Qiao et al.Year=2021, Labeled Datasets=MJ+ST2022.11 | 93.4 | 19.1 | |
| CSTRTraining Data=MJ+ST, Annotations=word, STN=false2021.02 | 93.2 | — | |
| ABINet++ (SV)Labeled Datasets=MJ+ST, Vision Model Scale=SV2022.11 | 93.2 | 31.6 | |
| TextScannerTraining Data=MJ+ST, Annotations=word,char2021.02 | 92.9 | — | |
| Textscanner Wan et al.Year=2020, Labeled Datasets=MJ+ST2022.11 | 92.9 | — | |
| SEEDTraining Data=MJ+ST, Annotations=word, Beam search=true2021.02 | 92.8 | — | |
| SEED Qiao et al.Year=2020, Labeled Datasets=MJ+ST2022.11 | 92.8 | 53.3 | |
| Baek et al.Training Data=MJ+ST, Annotations=word2021.02 | 92.3 | — | |
| ASTERTraining Data=MJ+ST, Annotations=word, Beam search=true2021.02 | 91.8 | — | |
| CA-FCNTraining Data=ST, Annotations=word,char2021.02 | 91.5 | — | |
| SARTraining Data=MJ+ST, Annotations=word, Test-Time Augmentation (TTA)=true2021.02 | 91 | — | |
| CHARTraining Data=MJ, Annotations=word2021.02 | 79.5 | — |