Scene Graph Detection on Visual Genome (VG) 150 object categories, 50 relationship categories (test)
28.9R@50GPS-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GPS-NetStage Type=One-Stage, Backbone=ResNet-101, Detector=Faster-RCNN2020.03 | 28.9 | 22.3 | 33.2 | — | |
| GPS-NetStage Type=One-Stage, Backbone=VGG-16, Detector=Faster-RCNN2020.03 | 28.4 | 22.6 | 31.7 | 9.8 | |
| RelDNStage Type=One-Stage, Backbone=ResNet-101, Detector=Faster-RCNN2020.03 | 28.3 | 21.1 | 32.7 | — | |
| VCTREE-HLStage Type=Two-Stage2020.03 | 27.9 | 22 | 31.3 | 8 | |
| CMATStage Type=Two-Stage2020.03 | 27.9 | 22.1 | 31.2 | — | |
| VCTREE-SLStage Type=One-Stage2020.03 | 27.7 | 21.7 | 31.1 | — | |
| MOTIFSStage Type=One-Stage, Backbone=VGG-16, Detector=Faster-RCNN2020.03 | 27.2 | 21.4 | 30.3 | 6.6 | |
| KERNStage Type=One-Stage2020.03 | 27.1 | — | 29.8 | 7.3 | |
| FREQStage Type=One-Stage, Backbone=VGG-16, Detector=Faster-RCNN2020.03 | 26.2 | 20.1 | 30.1 | 7.1 | |
| IMPStage Type=One-Stage2020.03 | 20.7 | 14.6 | 24.5 | 4.8 | |
| Graph-RCNNStage Type=One-Stage2020.03 | 11.4 | — | 13.7 | — |