Scene Graph Generation on PSG 1.0 (test)
28.4R@20PSGTR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PSGTRBackbone=ResNet-50, Training Epochs=602022.07 | 28.4 | 16.6 | 34.4 | 20.8 | 36.3 | 22.1 | |
| PSGTRBackbone=ResNet-101, Training Epochs=602022.07 | 28.2 | 15.4 | 32.1 | 20.3 | 35.3 | 21.5 | |
| VCTreeBackbone=ResNet-101, Training Epochs=122022.07 | 21.7 | 9.68 | 23.3 | 10.2 | 23.7 | 10.3 | |
| MOTIFSBackbone=ResNet-101, Training Epochs=122022.07 | 20.9 | 9.6 | 22.5 | 10.1 | 23.1 | 10.3 | |
| VCTreeBackbone=ResNet-50, Training Epochs=122022.07 | 20.6 | 9.7 | 22.1 | 10.2 | 22.5 | 10.2 | |
| MOTIFSBackbone=ResNet-50, Training Epochs=122022.07 | 20 | 9.1 | 21.7 | 9.57 | 22 | 9.69 | |
| PSGFormerBackbone=ResNet-101, Training Epochs=602022.07 | 18.6 | 16.7 | 20.4 | 19.3 | 20.7 | 19.7 | |
| GPSNetBackbone=ResNet-101, Training Epochs=122022.07 | 18.4 | 6.52 | 20 | 6.97 | 20.6 | 7.17 | |
| PSGFormerBackbone=ResNet-50, Training Epochs=602022.07 | 18 | 14.8 | 19.6 | 17 | 20.1 | 17.6 | |
| PSGFormerBackbone=ResNet-101, Training Epochs=122022.07 | 18 | 14.2 | 20.1 | 18.3 | 21 | 19.8 | |
| IMPBackbone=ResNet-101, Training Epochs=122022.07 | 17.9 | 7.35 | 19.5 | 7.88 | 20.1 | 8.02 | |
| GPSNetBackbone=ResNet-50, Training Epochs=122022.07 | 17.8 | 7.03 | 19.6 | 7.49 | 20.1 | 7.67 | |
| PSGFormerBackbone=ResNet-50, Training Epochs=122022.07 | 16.8 | 14.5 | 19.2 | 17.4 | 20.2 | 18.7 | |
| IMPBackbone=ResNet-50, Training Epochs=122022.07 | 16.5 | 6.52 | 18.2 | 7.05 | 18.6 | 7.23 | |
| PSGTRBackbone=ResNet-50, Training Epochs=122022.07 | 3.82 | 1.29 | 4.16 | 1.54 | 4.27 | 1.57 | |
| PSGTRBackbone=ResNet-101, Training Epochs=122022.07 | 3.47 | 1.18 | 3.88 | 1.56 | 4 | 1.64 |