Document Layout Analysis on Article Regions (test)
0.945mAPVSR
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| VSRBackbone=ResNet-1012021.05 | 0.945 | 100 | 94 | 95 | 99.1 | 0.953 | 94.5 | 96.1 | 0.846 | 92.3 | |
| Faster RCNN w/ contextBackbone=ResNet-101, Context usage=Yes, Reimplementation=True2021.05 | 0.878 | 100 | 60.5 | 93.8 | 98.5 | 0.962 | 91.5 | 97.5 | 0.642 | 91.2 | |
| Faster RCNNBackbone=ResNet-101, Reimplementation=True2021.05 | 0.873 | 100 | 51.1 | 94.8 | 98.9 | 0.812 | 91.8 | 97.3 | 0.671 | 90.8 | |
| Faster RCNN w/ contextSource=As reported in original paper, Backbone=Original, Context usage=Yes2021.05 | 0.703 | — | 10.34 | — | 93.58 | — | — | — | — | — | |
| Faster RCNNSource=As reported in original paper, Backbone=Original2021.05 | 0.4638 | 1.22 | — | — | — | 0.8749 | — | — | 0.308 | — |