Object Detection on PubLayNet raw (val)
98.1Table APDETR + Qb + Qp + Qn
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DETR + Qb + Qp + QnFramework=DETR + Qb + Qp + Qn, Backbone=ResNet-502023.06 | 98.1 | 94.7 | 91.8 | 96.4 | 97.5 | 95.7 | |
| LayoutLMv3_BFramework=Cascade R-CNN, Backbone=Transformer2023.06 | 97.9 | 94.5 | 90.6 | 95.5 | 97 | 95.1 | |
| DiT_BFramework=Cascade R-CNN, Backbone=Transformer2023.06 | 97.6 | 94.4 | 88.9 | 94.8 | 96.9 | 94.5 | |
| UDocFramework=Faster R-CNN, Backbone=ResNet-502023.06 | 97.3 | 93.9 | 88.5 | 93.7 | 96.4 | 93.9 | |
| PubLayNetFramework=Mask R-CNN, Backbone=ResNet-1012023.06 | 96 | 91.6 | 84 | 88.6 | 94.9 | 91 |