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Benchmarks
Document Object Detection on PubLayNet (dev)
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93.9
Text AP
F-RCNN (UDoc, ResNet-50)
90.884
91.667
92.45
93.233
Apr 22, 2022
Text AP
Title AP
List AP
Table AP
Figure AP
mAP
Updated 4d ago
Evaluation Results
Method
Method
Links
Text AP
Title AP
List AP
Table AP
Figure AP
mAP
F-RCNN (UDoc, ResNet-50)
Backbone=ResNet-50, Ar...
2022.04
93.9
88.5
93.7
97.3
96.4
93.9
F-RCNN (ResNet-50)
Backbone=ResNet-50, Ar...
2022.04
92.2
84.4
89.5
96.5
94.5
91.4
M-RCNN (ResNet-101)
Backbone=ResNet-101, A...
2022.04
91.6
84
88.6
96
94.9
90.7
F-RCNN (ResNet-101)
Backbone=ResNet-101, A...
2022.04
91
82.6
88.3
95.4
93.7
90
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