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Table Structure Recognition research benchmarks – Page 2 · SOTA2 Research

Table Structure Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.3Precision

4

Feb 26, 2026

TAT-QA (held-out)

70TEDS Score

3

Mar 27, 2026

InfoTabs O (held-out)

74TEDS

3

Mar 27, 2026

HiTab I (held-in)

54TEDS Score

3

Mar 27, 2026

TabFact I (held-in)

93TEDS Score

3

Mar 27, 2026

TabMWP I (held-in)

81TEDS Score

3

Mar 27, 2026

WTQ I (held-in)

73TEDS Score

3

Mar 27, 2026

in-house dataset

94.9Precision (IoU@0.6)

2

Feb 26, 2026

TabStructDB (test)

Proposed System

93.14Row Precision

2

Feb 26, 2026

Synthetic dataset Category 4 (test)

98Exact Match

2

Feb 26, 2026

Synthetic dataset Category 3 (test)

97.2Exact Match

2

Feb 26, 2026

Synthetic dataset Category 2 (test)

99.9Exact Match

2

Feb 26, 2026

Synthetic dataset Category 1 (test)

99.7Exact Match

2

Feb 26, 2026

Page 2 of 2

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