Scene Text Recognition on IC03 (Accuracy)
99.2AccuracyCheng et al. [6]
Evaluation Results
| Method | Links | |
|---|---|---|
| Cheng et al. [6]Lexicon=502017.11 | 99.2 | |
| Jaderberg et al. [17]Lexicon=502017.11 | 98.7 | |
| Shi et al. [31]Lexicon=502017.11 | 98.7 | |
| Jaderberg et al. [17]Lexicon=Full2017.11 | 98.6 | |
| Cheng's baseline [6]Lexicon=502017.11 | 98.5 | |
| Naive_baseLexicon=502017.11 | 98.5 | |
| STN_baseLexicon=502017.11 | 98.5 | |
| Ours (AON)Lexicon=502017.11 | 98.5 | |
| Shi et al. [32]Lexicon=502017.11 | 98.3 | |
| Lee et al. [22]Lexicon=502017.11 | 97.9 | |
| Jaderberg et al. [16]Lexicon=50, Row=142017.11 | 97.8 | |
| Yang et al. [39]Lexicon=502017.11 | 97.7 | |
| Shi et al. [31]Lexicon=Full2017.11 | 97.6 | |
| Cheng et al. [6]Lexicon=Full2017.11 | 97.3 | |
| Ours (AON)Lexicon=Full2017.11 | 97.1 | |
| Our model2021.07 | 97.1 | |
| Jaderberg et al. [16]Lexicon=Full, Row=142017.11 | 97 | |
| Lee et al. [22]Lexicon=Full2017.11 | 97 | |
| Cheng's baseline [6]Lexicon=Full2017.11 | 96.7 | |
| SATRN2021.07 | 96.7 | |
| Naive_baseLexicon=Full2017.11 | 96.5 | |
| SCATTERVenue=CVPR’20, Training Set=MJ+ST+Extra, RNN=Y, FPS=-2022.04 | 96.3 | |
| Jaderberg et al. [16]Lexicon=50, Row=102017.11 | 96.2 | |
| Shi et al. [32]Lexicon=Full2017.11 | 96.2 | |
| STN_baseLexicon=Full2017.11 | 96.2 | |
| DAN-1DRect=false, 2D=false, character-level annotation=false2019.12 | 95.2 | |
| Luo, Jin, and Sun 2019Rect=true, 2D=true, character-level annotation=false2019.12 | 95 | |
| DAN-2DRect=false, 2D=true, character-level annotation=false2019.12 | 95 | |
| DANVenue=AAAI’20, Training Set=MJ+ST, RNN=Y, FPS=-2022.04 | 95 | |
| Fang et al. 2018Rect=true, 2D=false, character-level annotation=false2019.12 | 94.8 | |
| CSTR2021.07 | 94.8 | |
| ASTER2021.07 | 94.8 | |
| Liu et al. 2018Rect=true, 2D=false, character-level annotation=false2019.12 | 94.7 | |
| Bai et al. 2018Rect=true, 2D=false, character-level annotation=true2019.12 | 94.6 | |
| Shi et al. 2018Rect=true, 2D=false, character-level annotation=false2019.12 | 94.5 | |
| Baek et al.2021.07 | 94.4 | |
| Comb.BestVenue=ICCV’19, Training Set=MJ+ST, RNN=Y, FPS=36.232022.04 | 94.4 | |
| Cheng et al. [6]Lexicon=None2017.11 | 94.2 | |
| Cheng et al. 2017Rect=true, 2D=false, character-level annotation=true2019.12 | 94.2 | |
| AlsharifLexicon=502017.11 | 93.1 | |
| Jaderberg et al. [17]Lexicon=None2017.11 | 93.1 | |
| RosettaVenue=KDD’18, Training Set=MJ+ST, RNN=N, FPS=212.762022.04 | 92.9 | |
| Ours-LargeVenue=-, Training Set=MJ+ST, RNN=N, FPS=66.91/255+2022.04 | 92.38 | |
| Su and LuLexicon=502017.11 | 92 | |
| Jaderberg et al. [16]Lexicon=Full, Row=102017.11 | 91.5 | |
| Cheng's baseline [6]Lexicon=None2017.11 | 91.5 | |
| Ours (AON)Lexicon=None2017.11 | 91.5 | |
| Cheng et al. 2018Rect=true, 2D=false, character-level annotation=false2019.12 | 91.5 | |
| Naive_baseLexicon=None2017.11 | 90.5 | |
| Shi et al. [32]Lexicon=None2017.11 | 90.1 | |
| Wang et al.Lexicon=50, Citation=[37]2017.11 | 90 | |
| Goel et al.Lexicon=502017.11 | 89.7 | |
| Jaderberg et al. [16]Lexicon=None, Row=142017.11 | 89.6 | |
| Shi et al. [31]Lexicon=None2017.11 | 89.4 | |
| STN_baseLexicon=None2017.11 | 89.2 | |
| Lee et al. [22]Lexicon=None2017.11 | 88.7 | |
| AlsharifLexicon=Full2017.11 | 88.6 | |
| Yao et al.Lexicon=502017.11 | 88.5 | |
| Wang et al.Lexicon=Full, Citation=[37]2017.11 | 84 | |
| Su and LuLexicon=Full2017.11 | 82 | |
| Mishra et al.Lexicon=502017.11 | 81.8 | |
| Yao et al.Lexicon=Full2017.11 | 80.3 | |
| Wang et al.Lexicon=50, Citation=[35]2017.11 | 76 | |
| Mishra et al.Lexicon=Full2017.11 | 67.8 | |
| Wang et al.Lexicon=Full, Citation=[35]2017.11 | 62 | |
| ABBYYLexicon=502017.11 | 56 | |
| ABBYYLexicon=Full2017.11 | 55 |