Document Layout Detection on D4LA (val)
73.1DocTitle ScoreDiT-Base
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DiT-BaseBackbone=DiT-Base2023.08 | 73.1 | 67.7 | 70.6 | 82.2 | 55 | 80.1 | 68.4 | 51.8 | 81.2 | 83.2 | 63.2 | 67.5 | 74.5 | 59.2 | 73.8 | 86.2 | 9.2 | 56.5 | 44.8 | 86.4 | 69.7 | 71.6 | 68.8 | 66 | 77.2 | 83.4 | 65.5 | 58.3 | |
| VGTBackbone=Grid Transformer2023.08 | 72.6 | 68.8 | 71.3 | 82.3 | 63.9 | 80.2 | 68.4 | 46.6 | 79.7 | 83.2 | 63 | 67.2 | 76.7 | 60 | 80.4 | 86 | 19.9 | 56.9 | 40.9 | 86.2 | 71.3 | 75.5 | 70.1 | 67.6 | 76.7 | 85.6 | 66.5 | 58.7 | |
| ResNeXt-101Backbone=ResNeXt-1012023.08 | 70.6 | 65.1 | 71 | 82.8 | 48.4 | 76.1 | 66 | 45.9 | 76.2 | 83 | 60.3 | 63.8 | 73.4 | 56.4 | 65.7 | 86.3 | 11.5 | 53.7 | 32 | 85.2 | 68.4 | 69.3 | 68.2 | 62.6 | 76.7 | 83.4 | 62.2 | 57.9 | |
| LayoutLMv3-BaseBackbone=LayoutLMv3-Base2023.08 | 66.8 | 60.5 | 56.5 | 78.5 | 39.3 | 72.1 | 64.3 | 32.1 | 72.2 | 82.1 | 55.6 | 59.5 | 70.8 | 50.8 | 68.2 | 80.6 | 7.3 | 53.1 | 37.3 | 81.6 | 62.5 | 60.4 | 59.4 | 59.3 | 72.2 | 74.9 | 62.1 | 52.8 |