Scene Graph Generation on Visual Genome
33.5R@50SVRP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SVRPSetting=Predicate Classification (PCls)2024.04 | 33.5 | 8.3 | 10.8 | 35.9 | — | — | |
| PGSGSetting=Predicate Classification (PCls), Ground truth assignment=true2024.04 | 26.9 | 10.8 | 13.9 | 33.9 | 5.2 | 7.7 | |
| PGSGSetting=Scene Graph Classification (SGCls), Ground truth assignment=true2024.04 | 22.6 | 8.4 | 11 | 27.2 | 4.8 | 6 | |
| SVRPSetting=Scene Graph Classification (SGCls)2024.04 | 19.1 | 3.2 | 4.5 | 21.5 | — | — | |
| PGSGSetting=Scene Graph Detection (SGDet)2024.04 | 15.8 | 6.2 | 8.3 | 19.1 | 3.7 | 5.2 | |
| SGTRSetting=Scene Graph Detection (SGDet)2024.04 | 12.6 | 3.5 | 5.4 | 18.2 | 0 | 0 | |
| VS3Setting=Scene Graph Detection (SGDet)2024.04 | 11 | 5.1 | 5.7 | 12.8 | 0 | 0 | |
| Iterative Message PassingPooling strategy=learnt weighted sum2017.01 | 3.44 | — | — | 4.24 | — | — | |
| Iterative Message PassingPooling strategy=max-pooling2017.01 | 3.03 | — | — | 3.71 | — | — | |
| Iterative Message PassingPooling strategy=average pooling2017.01 | 2.7 | — | — | 3.42 | — | — | |
| Lu et al.2017.01 | 0.32 | — | — | 0.47 | — | — | |
| CaCaoSetting=Predicate Classification (PCls)2024.04 | — | 10.3 | 12.6 | — | — | — |