Scene Graph Generation on Visual Genome 1.0 (test)
28.5Recall@50Graph R-CNN
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Graph R-CNNsource=this paper2018.08 | 28.5 | 35.9 | — | — | — | — | — | — | — | — | — | |
| NM-Freq†source=re-implementation, backbone=same object detection backbone2018.08 | 26.4 | 27.8 | — | — | — | — | — | — | — | — | — | |
| MSDN†source=re-implementation, backbone=same object detection backbone2018.08 | 25.8 | 28.2 | — | — | — | — | — | — | — | — | — | |
| IMP†source=re-implementation, backbone=same object detection backbone2018.08 | 25.6 | 27.7 | — | — | — | — | — | — | — | — | — | |
| Graph R-CNNsource=this paper2018.08 | 11.4 | 13.7 | — | — | — | — | — | — | — | — | — | |
| Pixel2Graphsource=original paper2018.08 | 9.7 | 11.3 | — | — | — | — | — | — | — | — | — | |
| MSDNsource=original paper2018.08 | 7.7 | 10.5 | — | — | — | — | — | — | — | — | — | |
| MSDN†source=re-implementation, backbone=same object detection backbone2018.08 | 7 | 9.1 | — | — | — | — | — | — | — | — | — | |
| NM-Freq†source=re-implementation, backbone=same object detection backbone2018.08 | 6.9 | 9.1 | — | — | — | — | — | — | — | — | — | |
| IMP†source=re-implementation, backbone=same object detection backbone2018.08 | 6.1 | 8 | — | — | — | — | — | — | — | — | — | |
| IMPsource=original paper2018.08 | 3.4 | 4.2 | — | — | — | — | — | — | — | — | — |