UI Component Detection on RICO (test)
51.8APDC5+Magic
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DC5+MagicArchitecture=DC5, Enhancement=Magic Layouts2021.06 | 51.8 | 61.1 | 54.9 | 4.4 | 29.9 | 52.2 | 44.8 | 64.8 | 66.7 | 8.1 | 41.6 | 66.9 | |
| FPN+MagicArchitecture=FPN, Enhancement=Magic Layouts2021.06 | 50.3 | 60.1 | 53.4 | 8.4 | 34.7 | 50.2 | 43 | 63 | 65 | 13.2 | 46.4 | 64.5 | |
| FPN+SGRNArchitecture=FPN, Enhancement=SGRN2021.06 | 49.9 | 59.6 | 52.7 | 7.6 | 33.5 | 50 | 42.6 | 62.4 | 64.5 | 13.5 | 45.8 | 64 | |
| DC5+SGRNArchitecture=DC5, Enhancement=SGRN2021.06 | 49 | 58 | 51.8 | 4.9 | 27.5 | 49.6 | 43 | 61.8 | 63.9 | 8.4 | 40.5 | 63.9 | |
| FRCNN+MagicArchitecture=Faster-RCNN, Enhancement=Magic Layouts2021.06 | 47.8 | 57.4 | 51 | 3.1 | 21.7 | 48.4 | 42.6 | 61.9 | 63.9 | 6.9 | 34.9 | 63.9 | |
| FPNArchitecture=FPN2021.06 | 47.6 | 57.1 | 50.4 | 4.6 | 30.6 | 47.7 | 41.6 | 61 | 63.1 | 9.5 | 44.6 | 62.6 | |
| DC5Architecture=DC52021.06 | 46.7 | 56.2 | 49.8 | 2.9 | 20.5 | 47.2 | 41.9 | 60.7 | 62.7 | 6.7 | 33 | 62.7 | |
| FRCNN+SGRNArchitecture=Faster-RCNN, Enhancement=SGRN2021.06 | 45.2 | 54.2 | 47.8 | 2.4 | 19 | 45.8 | 41.4 | 60 | 62.1 | 6.4 | 32.3 | 62 | |
| Faster-RCNNArchitecture=Faster-RCNN, Backbone=ResNet-50-FPN2021.06 | 43 | 52.8 | 46 | 2.3 | 16.5 | 43.2 | 40.5 | 58.1 | 60.1 | 5.7 | 29.2 | 60 | |
| RetinaNetArchitecture=RetinaNet2021.06 | 41.7 | 52.8 | 45.8 | 3.6 | 20.5 | 42 | 38.8 | 57 | 59.1 | 7.2 | 34.7 | 58.8 |