Scene Graph Generation (SGDet) on PSG dataset
28.4R@20PSGTR
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PSGTRArchitecture=One-Stage2023.07 | 28.4 | 34.4 | 36.3 | 16.6 | 20.8 | 22.1 | 21.9 | 26.3 | 27.6 | |
| PSGTR + ADTransArchitecture=One-Stage, Enhancement=ADTrans2023.07 | 26 | 29.6 | 30 | 26.4 | 29.7 | 30 | 27.1 | 30.2 | 30.5 | |
| PSGTR + IETransArchitecture=One-Stage, Enhancement=IETrans2023.07 | 25.3 | 28.8 | 29.2 | 23.1 | 27.2 | 27.5 | 24.9 | 28.4 | 28.7 | |
| VCTreeArchitecture=Two-Stage2023.07 | 20.6 | 22.1 | 22.5 | 9.7 | 10.2 | 10.2 | 16 | 16.8 | 16.9 | |
| MOTIFSArchitecture=Two-Stage2023.07 | 20 | 21.7 | 22 | 9.1 | 9.57 | 9.69 | 15.5 | 16.3 | 16.5 | |
| VCTree + ADTransArchitecture=Two-Stage, Enhancement=ADTrans2023.07 | 17.9 | 19.5 | 19.9 | 18 | 18.9 | 19 | 20.2 | 21.2 | 21.4 | |
| GPSnetArchitecture=Two-Stage2023.07 | 17.8 | 19.6 | 20.1 | 7.03 | 7.49 | 7.67 | 13.6 | 14.4 | 14.7 | |
| GPSnet + ADTransArchitecture=Two-Stage, Enhancement=ADTrans2023.07 | 17.8 | 19.2 | 19.5 | 16.5 | 17.5 | 17.6 | 19.3 | 20.3 | 20.5 | |
| VCTree + IETransArchitecture=Two-Stage, Enhancement=IETrans2023.07 | 17.5 | 18.9 | 19.3 | 17.1 | 18 | 18.1 | 19.6 | 20.5 | 20.7 | |
| MOTIFS + ADTransArchitecture=Two-Stage, Enhancement=ADTrans2023.07 | 17.1 | 18.6 | 19 | 17.1 | 18 | 18.5 | 19.4 | 20.4 | 20.8 | |
| MOTIFS + IETransArchitecture=Two-Stage, Enhancement=IETrans2023.07 | 16.7 | 18.3 | 18.8 | 15.3 | 16.5 | 16.7 | 18.2 | 19.4 | 19.7 | |
| IMPArchitecture=Two-Stage2023.07 | 16.5 | 18.2 | 18.6 | 6.52 | 7.05 | 7.23 | 12.9 | 13.7 | 13.9 | |
| IMP + ADTransArchitecture=Two-Stage, Enhancement=ADTrans2023.07 | 15 | 16.5 | 17 | 12.5 | 13.5 | 14 | 16 | 17.1 | 17.5 | |
| GPSnet + IETransArchitecture=Two-Stage, Enhancement=IETrans2023.07 | 14.6 | 16 | 16.7 | 11.5 | 12.3 | 12.4 | 15.3 | 16.2 | 16.5 | |
| IMP + IETransArchitecture=Two-Stage, Enhancement=IETrans2023.07 | 14.5 | 15.9 | 16.4 | 10.2 | 11 | 11.3 | 14.5 | 15.4 | 15.7 |