Document Layout Detection on DocBank (val)
92.4Abstract AccuracyVGT
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VGTDetector=Cascade R-CNN2023.08 | 92.4 | 79.9 | 88.8 | 79.1 | 86.7 | 76.6 | 84.8 | 88.6 | 75.8 | 85.6 | 81.5 | 83.9 | 89.8 | 84.1 | |
| DiT-BaseDetector=Cascade R-CNN2023.08 | 91.1 | 75.4 | 83.1 | 73.4 | 77.8 | 75.7 | 80.2 | 82.7 | 67.3 | 83.8 | 77 | 80.8 | 86.8 | 79.6 | |
| LayoutLMv3-BaseDetector=Cascade R-CNN2023.08 | 90.5 | 73.6 | 81.2 | 73.5 | 76 | 74.4 | 78.1 | 80.7 | 65.8 | 82.8 | 76.6 | 78.6 | 86.3 | 78.3 | |
| ResNeXt-101Detector=Cascade R-CNN2023.08 | 89.7 | 72.6 | 82.3 | 69.7 | 76.4 | 73.6 | 78.2 | 78.3 | 66.2 | 81.7 | 75.9 | 77.3 | 84.1 | 77.4 |