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Papers Benchmarks Datasets Tasks

Scene Text Recognition research benchmarks – Page 5 · SOTA2 Research

Scene Text Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TextScanner+real

91.6Accuracy (No Lexicon)

10

Feb 26, 2026

CT80 Irregular (288)

99.31Word Accuracy

9

Feb 26, 2026

SVTP Irregular (645)

96.9Word Accuracy

9

Feb 26, 2026

93.82Word Accuracy

9

Feb 26, 2026

IC13 Regular (1015)

98.72Word Accuracy

9

Feb 26, 2026

SVT Regular (647)

98.61Word Accuracy

9

Feb 26, 2026

IIIT 3000 Regular

99.23Word Accuracy

9

Feb 26, 2026

72.1Accuracy

9

Feb 26, 2026

81.7Accuracy

9

Feb 26, 2026

SVT-Perspective (SVTP)

86.4Accuracy (No Lexicon)

9

Feb 26, 2026

MPSC, EIST, IAM Average

78.17Avg Word Accuracy

8

Feb 26, 2026

76.77Word Accuracy

8

Feb 26, 2026

83.64Word Accuracy

8

Feb 26, 2026

AVG 12 benchmarks

91.33Word Accuracy

8

Feb 26, 2026

86.17Word Accuracy

8

Feb 26, 2026

86.59Word Accuracy

8

Feb 26, 2026

74.75Word Accuracy

8

Feb 26, 2026

Total-Text (TT) Irregular

94.68Word Accuracy

8

Feb 26, 2026

88.99Word Accuracy

8

Feb 26, 2026

COCO-Text Irregular

78.84Word Accuracy

8

Feb 26, 2026

ICDAR 2003 (860)

96.9Accuracy

8

Feb 26, 2026

MLT 2017 (test)

72.2Acc (%)

8

Feb 26, 2026

CA-IC13 Deformation Intensity levels 1-6 (test)

96.6Character Accuracy (CA1)

7

Feb 26, 2026

HA-IC13 Stretching Intensity levels 1-6 (test)

96.6HA-IC13 Intensity 1 Acc

7

Feb 26, 2026

97.9Accuracy

7

Feb 26, 2026

Page 5 of 6

Popular datasets

IC ICDAR SVT IIIT5K SVTP

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