Scene Graph Generation on VG (test)
17.07mR@50BGNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BGNNMethod=C-bias, Constraint Setting=no constraint2022.03 | 17.07 | 13.57 | 21.98 | |
| BGNNMethod=C-bias, Constraint Setting=constraint2022.03 | 14.43 | 11.63 | 17.24 | |
| BGNNMethod=baseline, Constraint Setting=no constraint2022.03 | 13.63 | 8.66 | 17.97 | |
| BGNNMethod=baseline, Constraint Setting=constraint2022.03 | 10.59 | 7.82 | 12.75 | |
| PCPLConstraint Setting=no constraint2022.03 | 10.4 | — | 14.4 | |
| PCPLConstraint Setting=constraint2022.03 | 9.5 | — | 11.7 | |
| VCTreeConstraint Setting=constraint2022.03 | 8.2 | — | 9.7 | |
| MotifsMethod=C-bias, Constraint Setting=no constraint2022.03 | 7.57 | 4.59 | 11.55 | |
| MotifsMethod=baseline, Constraint Setting=no constraint2022.03 | 7.37 | 4.31 | 10.72 | |
| G-RCNNMethod=C-bias, Constraint Setting=no constraint2022.03 | 6.66 | 4.03 | 10.27 | |
| G-RCNNMethod=baseline, Constraint Setting=no constraint2022.03 | 6.62 | 4.04 | 10.11 | |
| IMPConstraint Setting=constraint2022.03 | 6 | — | 7.3 | |
| MotifsMethod=C-bias, Constraint Setting=constraint2022.03 | 5.49 | 3.91 | 6.99 | |
| MotifsMethod=baseline, Constraint Setting=constraint2022.03 | 5.22 | 3.53 | 6.65 | |
| G-RCNNMethod=C-bias, Constraint Setting=constraint2022.03 | 5.15 | 3.8 | 6.24 | |
| G-RCNNMethod=baseline, Constraint Setting=constraint2022.03 | 4.89 | 3.45 | 5.95 | |
| IMPConstraint Setting=no constraint2022.03 | 3.8 | — | 4.8 |