Document Object Detection on PubLayNet (dev)
93.9Text APF-RCNN (UDoc, ResNet-50)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| F-RCNN (UDoc, ResNet-50)Backbone=ResNet-50, Architecture=Faster R-CNN, Pre-training=UDoc2022.04 | 93.9 | 88.5 | 93.7 | 97.3 | 96.4 | 93.9 | |
| F-RCNN (ResNet-50)Backbone=ResNet-50, Architecture=Faster R-CNN, Pre-training=ImageNet2022.04 | 92.2 | 84.4 | 89.5 | 96.5 | 94.5 | 91.4 | |
| M-RCNN (ResNet-101)Backbone=ResNet-101, Architecture=Mask R-CNN2022.04 | 91.6 | 84 | 88.6 | 96 | 94.9 | 90.7 | |
| F-RCNN (ResNet-101)Backbone=ResNet-101, Architecture=Faster R-CNN2022.04 | 91 | 82.6 | 88.3 | 95.4 | 93.7 | 90 |