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Papers Benchmarks Datasets Tasks

Table Detection research benchmarks – Page 2 · SOTA2 Research

Table Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UNLV 427 images (test)

Arif and Shafait

93.2Recall

3

Feb 26, 2026

RVL-CDIP Invoices (test)

25.2Precision

2

Feb 26, 2026

PubTables-1M (test)

96.6AP

2

Feb 26, 2026

98.4F1 Score

2

Feb 26, 2026

97.5Recall

2

Feb 26, 2026

94.6Recall

2

Feb 26, 2026

91.5Recall

2

Feb 26, 2026

96.8Recall

2

Feb 26, 2026

99.6Recall

2

Feb 26, 2026

TableBank both 2K (test)

96.2Recall

2

Feb 26, 2026

TableBank word 1K (test)

95.6Recall

2

Feb 26, 2026

Page 2 of 2

Popular datasets

ICDAR TableBank UNLV Marmot ICDAR cTDaR

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