Scene Text Recognition on SVT Perspective
94.3AccuracyLiu et al.
Evaluation results
| Method | Links | |
|---|---|---|
| Liu et al.Lexicon=502019.01 | 94.3 | |
| MORANLexicon=502019.01 | 94.3 | |
| Cheng et al. [6]Lexicon=502019.01 | 94 | |
| Yang et al.Lexicon=502019.01 | 93 | |
| Cheng et al. [5]Lexicon=502019.01 | 92.6 | |
| Shi et al.Lexicon=502019.01 | 91.2 | |
| SIGATType=V, Backbone=ViT-B, Structure=Transformer, Size=32×1282022.03 | 90.5 | |
| ABINetType=VL, Backbone=ResNet45-Trns, Structure=Transformer, Size=32×1282022.03 | 89.3 | |
| ABINet+ConCLRType=VL, Backbone=ResNet45-Trns, Structure=Transformer, Size=32×1282022.03 | 89.3 | |
| PARSeqType=VL, Backbone=DeiT, Structure=Transformer, Size=32×1282022.03 | 88.9 | |
| LevOCRType=VL, Backbone=ResNet45, Structure=ResNet, Size=32×1282022.03 | 88.1 | |
| LevOCRType=VL, Backbone=ViT, Structure=Transformer, Size=32×1282022.03 | 88.1 | |
| S-GTRType=VL, Backbone=ResNet50Dilated-PPM, Structure=ResNet, Size=64×2562022.03 | 87.9 | |
| SIGARType=V, Backbone=ResNet45, Structure=ResNet, Size=32×1282022.03 | 87.1 | |
| MORANLexicon=Full2019.01 | 86.7 | |
| VisionLANType=VL, Backbone=ResNet45, Structure=ResNet, Size=64×2562022.03 | 86 | |
| Bhunia et al.Type=VL, Backbone=ResNet50-FPN, Structure=ResNet, Size=32×1002022.03 | 85.7 | |
| SRNType=VL, Backbone=ResNet50-FPN, Structure=ResNet, Size=64×2562022.03 | 85.1 | |
| Cheng et al. [6]Lexicon=Full2019.01 | 83.7 | |
| Liu et al.Lexicon=Full2019.01 | 83.6 | |
| Cheng et al. [5]Lexicon=Full2019.01 | 81.6 | |
| Yang et al.Lexicon=Full2019.01 | 80.2 | |
| Shi et al.Lexicon=Full2019.01 | 77.4 | |
| MORANLexicon=None2019.01 | 76.1 | |
| Yang et al.Lexicon=None2019.01 | 75.8 | |
| Phan et al.Lexicon=502019.01 | 75.6 | |
| Liu et al.Lexicon=None2019.01 | 73.5 | |
| Cheng et al. [6]Lexicon=None2019.01 | 73 | |
| Shi et al.Lexicon=None2019.01 | 71.8 | |
| Cheng et al. [5]Lexicon=None2019.01 | 71.5 | |
| Phan et al.Lexicon=Full2019.01 | 67 | |
| Mishra et al.Lexicon=502019.01 | 45.7 | |
| ABBYY et al.Lexicon=502019.01 | 40.5 | |
| Wang et al.Lexicon=502019.01 | 40.2 | |
| Wang et al.Lexicon=Full2019.01 | 32.4 | |
| ABBYY et al.Lexicon=Full2019.01 | 26.1 | |
| Mishra et al.Lexicon=Full2019.01 | 24.7 |