Scene Text Recognition on IC 2013 (test)
97.4AccuracyABINet
Evaluation Results
| Method | Links | |
|---|---|---|
| ABINetLanguage Mode=Lan-aware, Params (M)=36.7, Speed (ms)=51.32022.04 | 97.4 | |
| ABINetTraining Data=MJ and ST, Lexicon=None2022.09 | 97.4 | |
| MGP-STR FuseTraining Data=MJ and ST, Lexicon=None2022.09 | 97.32 | |
| SVTR-LBackbone=Large, Params (M)=40.8, Speed (ms)=18.02022.04 | 97.2 | |
| SVTR-BBackbone=Base, Params (M)=24.6, Speed (ms)=8.52022.04 | 97.1 | |
| MGP-STR VisionTraining Data=MJ and ST, Lexicon=None2022.09 | 96.5 | |
| PREN2DLanguage Mode=Lan-aware2022.04 | 96.4 | |
| VSTLanguage Mode=Lan-aware, Params (M)=64.02022.04 | 96.4 | |
| SVTR-TBackbone=Tiny, Params (M)=6.03, Speed (ms)=4.52022.04 | 96.3 | |
| VisionLANLanguage Mode=Lan-aware, Params (M)=32.8, Speed (ms)=28.02022.04 | 95.7 | |
| SVTR-SBackbone=Small, Params (M)=10.3, Speed (ms)=8.02022.04 | 95.7 | |
| VisionLANTraining Data=MJ and ST, Lexicon=None2022.09 | 95.7 | |
| VST*Language Mode=Lan-free2022.04 | 95.6 | |
| SRNLanguage Mode=Lan-aware, Params (M)=54.7, Speed (ms)=25.42022.04 | 95.5 | |
| SRNTraining Data=MJ and ST, Lexicon=None2022.09 | 95.5 | |
| Mask TextSpotterLexicon-free=true, Character-level annotations=true2021.06 | 95.3 | |
| MASTERLexicon-free=true, Character-level annotations=false2021.06 | 95.3 | |
| MASTERTraining Data=MJ and ST, Lexicon=None2022.09 | 95.3 | |
| ABINet*Language Mode=Lan-free, Params (M)=23.5, Speed (ms)=50.62022.04 | 94.9 | |
| RobustScannerTraining Data=MJ and ST, Lexicon=None2022.09 | 94.8 | |
| NRTRLexicon-free=true, Character-level annotations=false2021.06 | 94.7 | |
| RCEEDLexicon-free=true, Character-level annotations=false2021.06 | 94.7 | |
| PREN*Language Mode=Lan-free, Params (M)=29.1, Speed (ms)=40.02022.04 | 94.7 | |
| NRTRLanguage Mode=Lan-aware, Params (M)=31.7, Speed (ms)=1602022.04 | 94.7 | |
| EPLexicon-free=true, Character-level annotations=true2021.06 | 94.4 | |
| RobustScannerLexicon-free=true, Character-level annotations=false2021.06 | 94.1 | |
| SATRNTraining Data=MJ and ST, Lexicon=None2022.09 | 94.1 | |
| SARLexicon-free=true, Character-level annotations=false2021.06 | 94 | |
| DANTraining Data=MJ and ST, Lexicon=None2022.09 | 93.9 | |
| SCATTERLexicon-free=true, Character-level annotations=false2021.06 | 93.8 | |
| TBRATraining Data=MJ and ST, Lexicon=None2022.09 | 93.6 | |
| FANLexicon-free=true, Character-level annotations=true2021.06 | 93.3 | |
| Yang, L et al.Lexicon-free=true, Character-level annotations=false2021.06 | 93.2 | |
| SRN*Language Mode=Lan-free2022.04 | 93.2 | |
| ViTSTRLanguage Mode=Lan-free, Params (M)=85.5, Speed (ms)=11.22022.04 | 93.2 | |
| ViTSTRTraining Data=MJ and ST, Lexicon=None2022.09 | 93.2 | |
| SAR 3 x 20Lexicon-free=true, Character-level annotations=false2021.06 | 93.1 | |
| TextScannerTraining Data=MJ and ST, Lexicon=None2022.09 | 92.9 | |
| SE-ASTERTraining Data=MJ and ST, Lexicon=None2022.09 | 92.8 | |
| MORANLexicon-free=true, Character-level annotations=false2021.06 | 92.4 | |
| ASTERLexicon-free=true, Character-level annotations=false2021.06 | 91.8 | |
| ESIRLexicon-free=true, Character-level annotations=false2021.06 | 91.3 | |
| ESIRTraining Data=MJ and ST, Lexicon=None2022.09 | 91.3 | |
| Char-NetLexicon-free=true, Character-level annotations=true2021.06 | 91.1 | |
| CRNNLanguage Mode=Lan-free, Params (M)=8.3, Speed (ms)=6.32022.04 | 91.1 | |
| ZOU, L et al.Lexicon-free=true, Character-level annotations=false2021.06 | 91 | |
| SARLanguage Mode=Lan-aware, Params (M)=57.5, Speed (ms)=1202022.04 | 91 | |
| RosettaLanguage Mode=Lan-free, Params (M)=44.3, Speed (ms)=10.52022.04 | 90.9 | |
| R2AMLexicon-free=true, Character-level annotations=false2021.06 | 90 | |
| CRNNLexicon-free=true, Character-level annotations=false2021.06 | 89.6 | |
| RARELexicon-free=true, Character-level annotations=false2021.06 | 88.6 |