Panoptic Scene Graph Generation on PSG
40.8PR@50ReLIC-SGG
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ReLIC-SGG2026.04 | 40.8 | — | — | — | — | — | — | 45.6 | 22 | 24.3 | |
| CAGE-SGG2026.04 | 40.6 | — | — | — | — | — | — | 45.3 | 21 | 23.4 | |
| SPADE2026.04 | 38.1 | — | — | — | — | — | — | 42.8 | 18.8 | 21 | |
| Pix2Graphs2026.04 | 37.4 | — | — | — | — | — | — | 42 | 18.1 | 20.2 | |
| OpenPSG2026.04 | 36.7 | — | — | — | — | — | — | 41.2 | 17.5 | 19.4 | |
| OpenPSG2026.04 | 36.7 | — | — | — | — | — | — | 41.2 | 17.5 | 19.4 | |
| Pair-Net2026.04 | 34.2 | — | — | — | — | — | — | 39 | 15.7 | 17.6 | |
| Pair-Net2026.04 | 34.2 | — | — | — | — | — | — | 39 | 15.7 | 17.6 | |
| PSGTR2026.04 | 31.8 | — | — | — | — | — | — | 36.5 | 13.4 | 15.1 | |
| PSGTR2026.04 | 31.8 | — | — | — | — | — | — | 36.5 | 13.4 | 15.1 | |
| FleVRSBackbone=Focal-L, Category=Training with additional data2024.08 | — | 27 | 15.4 | 31 | 18.3 | 31.7 | 18.8 | — | — | — | |
| GPSNetBackbone=VGG-16, Category=Adapted from SGG methods2024.08 | — | 18.4 | 6.52 | 20 | 6.97 | 20.6 | 7.17 | — | — | — | |
| HiLoBackbone=Swin-L, Category=Training with additional data2024.08 | — | 40.6 | 29.7 | 48.7 | 37.6 | 51.4 | 40.9 | — | — | — | |
| IMPBackbone=VGG-16, Category=Adapted from SGG methods2024.08 | — | 17.9 | 7.35 | 19.5 | 7.88 | 20.1 | 8.02 | — | — | — | |
| MOTIFSBackbone=VGG-16, Category=Adapted from SGG methods2024.08 | — | 20.9 | 9.6 | 22.5 | 10.1 | 23.1 | 10.3 | — | — | — | |
| PSGFormerBackbone=ResNet-101, Category=One-stage PSG methods2024.08 | — | 18 | 14.2 | 20.1 | 18.3 | 21 | 19.8 | — | — | — | |
| PSGTRBackbone=ResNet-101, Category=One-stage PSG methods2024.08 | — | 28.2 | 15.4 | 32.1 | 20.3 | 35.3 | 21.5 | — | — | — | |
| VCTreeBackbone=VGG-16, Category=Adapted from SGG methods2024.08 | — | 21.7 | 9.68 | 23.3 | 10.2 | 23.7 | 10.3 | — | — | — |