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ResearchFormerly WizWand

PubTabNet

Benchmarks

TaskDatasetSOTA resultTrendResults

Table Recognition

PubTabNet (test)

98.28TEDS (Simple)

76

Table Structure Recognition

PubTabNet (val)

98.34TEDS (Simple)

39

Table Structure Recognition

PubTabNet

98.22S-TEDS

37

Table Recognition

PubTabNet

91.4Overall Score

14

Table Structure Recognition

PubTabNet All 1.0 (test)

96.75TEDS

7

Logical table structure recognition

PubTabNet

95.4TEDS

7

Table Structure Recognition

PubTabNet Complex 1.0 (test)

95TEDS

6

Table Structure Recognition

PubTabNet Simple 1.0 (test)

98.5TEDS

6

Cell content bounding-box detection

PubTabNet (val)

96.5AP@50

5

Content Bounding Box Detection

PubTabNet (test)

94.8AP50

3

Table Extraction

PubTabNet n=500 (val)

59.6Row Accuracy

1