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Papers Benchmarks Datasets Tasks

Scene Text Recognition research benchmarks – Page 6 · SOTA2 Research

Scene Text Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

85.5Accuracy

7

Feb 26, 2026

79.8Accuracy

6

Jun 2, 2026

TextOCR + Open Images (100% labeled samples)

95.6Accuracy

6

Feb 26, 2026

TextOCR + Open Images (10% labeled samples)

93.8Accuracy

6

Feb 26, 2026

TextOCR + Open Images 1% labeled samples

90.9Accuracy

6

Feb 26, 2026

Six benchmark datasets rotated versions (test)

93.3Word Acc (0°)

6

Feb 26, 2026

SVTP 639 (test)

85Accuracy

6

Feb 26, 2026

IIIT 5K-word 1k-word lexicon (test)

92.7Accuracy

6

Feb 26, 2026

IIIT 5K-word 50-word lexicon (test)

97.1Accuracy

6

Feb 26, 2026

CUTE Cleaned (test)

99.3Word Accuracy

5

Feb 26, 2026

SVTP Cleaned (test)

97.4Word Accuracy

5

Feb 26, 2026

IC13 Cleaned (test)

98.6Word Accuracy

5

Feb 26, 2026

SVT Cleaned (test)

98.5Word Accuracy

5

Feb 26, 2026

IC15 (1,811 samples)

86.5Word Acc

5

Feb 26, 2026

IC13 (1,015 samples)

96.4Word Accuracy

5

Feb 26, 2026

13.66CER

4

Apr 28, 2026

RoIC13 Rotation Angle 60°

SwinTextSpotter

72.1Recall

4

Feb 26, 2026

RoIC13 Rotation Angle 45°

SwinTextSpotter

72.5Recall

4

Feb 26, 2026

84.3Accuracy

4

Feb 26, 2026

Street View Text unconstrained (test)

87Accuracy

4

Feb 26, 2026

ICDAR 2003 (867)

97Accuracy

3

Feb 26, 2026

64.1Character Accuracy

3

Feb 26, 2026

84.2Sequence Accuracy

3

Feb 26, 2026

ICDAR TRW 2015 (test)

—

—Primary metric

0

Feb 26, 2026

Page 6 of 6

Popular datasets

IC ICDAR SVT IIIT5K SVTP

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