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ResearchFormerly WizWand

Text Recognition on Street View Text (SVT)

98.8AccuracyCA-FCN
32.44849.67466.984.126Dec 4, 2014Jul 22, 2015Mar 9, 2016Oct 26, 2016Jun 13, 2017Jan 30, 2018Sep 18, 2018
Updated 8mo ago

Evaluation results

MethodLinks
CA-FCNLexicon Size=50, Extra synthetic data=true2018.0998.8
CA-FCNLexicon Size=50, Extra synthetic data=false2018.0998.5
CRNNLexicon Size=502018.0997.5
Cheng et al. [6]Lexicon=502017.1197.1
FANLexicon Size=502018.0997.1
Naive_baseLexicon=502017.1196.9
Bai et al. 2018Lexicon Size=502018.0996.6
Shi et al. [31]Lexicon=502017.1196.4
Lee et al. [22]Lexicon=502017.1196.3
STN_baseLexicon=502017.1196.3
Lee and Osindero 2016Lexicon Size=502018.0996.3
Wang and Hu 2017Lexicon Size=502018.0996.3
Ours (AON)Lexicon=502017.1196
AONLexicon Size=502018.0996
Cheng's baseline [6]Lexicon=502017.1195.7
Shi et al. [32]Lexicon=502017.1195.5
RARELexicon Size=502018.0995.5
ProposedLexicon=50-word2014.1295.4
Jaderberg et al. [17]Lexicon=502017.1195.4
Jaderberg et al. 2016Lexicon Size=502018.0995.4
Yang et al. [39]Lexicon=502017.1195.2
Yang et al. 2017Lexicon Size=502018.0995.2
Jaderberg et al. [16]Lexicon=50, Row=142017.1193.2
Jaderberg et al. 2015aLexicon Size=502018.0993.2
GordoLexicon=502017.1191.8
Gordo 2015Lexicon Size=502018.0991.8
GordoLexicon=50-word2014.1290.7
PhotoOCRLexicon=50-word2014.1290.4
Bissacco et al.Lexicon=502017.1190.4
Almazán et al.Lexicon=502017.1189.2
Almazán et al. 2014Lexicon Size=502018.0989.2
Bai et al. 2018Lexicon Size=02018.0987.5
CA-FCNLexicon Size=0, Extra synthetic data=true2018.0986.4
JaderbergLexicon=50-word2014.1286.1
Jaderberg et al. [16]Lexicon=None, Row=102017.1186.1
Jaderberg, Vedaldi, and Zisserman 2014Lexicon Size=502018.0986.1
Cheng et al. [6]Lexicon=None2017.1185.9
FANLexicon Size=02018.0985.9
Su and LuLexicon=502017.1183
Su and Lu 2014Lexicon Size=502018.0983
Ours (AON)Lexicon=None2017.1182.8
AONLexicon Size=02018.0982.8
CRNNLexicon Size=02018.0982.7
Cheng's baseline [6]Lexicon=None2017.1182.2
CA-FCNLexicon Size=0, Extra synthetic data=false2018.0982.1
Shi et al. [32]Lexicon=None2017.1181.9
Naive_baseLexicon=None2017.1181.9
RARELexicon Size=02018.0981.9
Wang and Hu 2017Lexicon Size=02018.0981.5
Shi et al. [31]Lexicon=None2017.1180.8
ProposedLexicon=None2014.1280.7
Jaderberg et al. [17]Lexicon=None2017.1180.7
Lee et al. [22]Lexicon=None2017.1180.7
STN_baseLexicon=None2017.1180.7
Jaderberg et al. 2016Lexicon Size=02018.0980.7
Lee and Osindero 2016Lexicon Size=02018.0980.7
PhotoOCRLexicon=None2014.1278
Bissacco et al.Lexicon=None2017.1178
GoelLexicon=50-word2014.1277.3
Goel et al.Lexicon=502017.1177.3
YaoLexicon=50-word2014.1275.9
Yao et al.Lexicon=502017.1175.9
Yao et al. 2014Lexicon Size=502018.0975.9
AlsharifLexicon=50-word2014.1274.3
AlsharifLexicon=502017.1174.3
MishraLexicon=50-word2014.1273.2
Mishra et al.Lexicon=502017.1173.2
Mishra, Alahari, and Jawahar 2012aLexicon Size=502018.0973.2
NovikovaLexicon=50-word2014.1272.9
Jaderberg et al. [16]Lexicon=None, Row=142017.1171.7
Jaderberg et al. 2015aLexicon Size=02018.0971.7
Wang & WuLexicon=50-word2014.1270
Wang et al.Lexicon=50, Citation=[37]2017.1170
Wang et al. 2012Lexicon Size=502018.0970
Rodríguez-Serrano, Gordo, and Perronnin 2015Lexicon Size=502018.0970
WangLexicon=50-word2014.1257
Wang et al.Lexicon=50, Citation=[35]2017.1157
Wang, Babenko, and Belongie 2011Lexicon Size=502018.0957
Baseline (ABBYY)Lexicon=50-word2014.1235
ABBYYLexicon=502017.1135