Predicate Classification on VG (test)
63.02mR@100BGNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BGNNMethod=C-bias, Constraint Setting=no constraint2022.03 | 63.02 | 36.94 | 51.2 | |
| PCPLConstraint Setting=no constraint2022.03 | 62.6 | — | 50.6 | |
| BGNNMethod=baseline, Constraint Setting=no constraint2022.03 | 61.04 | 34.41 | 49.02 | |
| MotifsMethod=C-bias, Constraint Setting=no constraint2022.03 | 49.67 | 23.95 | 37.12 | |
| MotifsMethod=baseline, Constraint Setting=no constraint2022.03 | 47.72 | 23.12 | 35.9 | |
| G-RCNNMethod=C-bias, Constraint Setting=no constraint2022.03 | 46.45 | 23.31 | 36.38 | |
| G-RCNNMethod=baseline, Constraint Setting=no constraint2022.03 | 46.02 | 21.66 | 35.74 | |
| BGNNMethod=C-bias, Constraint Setting=constraint2022.03 | 38.44 | 31.3 | 36.31 | |
| PCPLConstraint Setting=constraint2022.03 | 37.8 | — | 35.2 | |
| BGNNMethod=baseline, Constraint Setting=constraint2022.03 | 32.76 | 26.21 | 30.64 | |
| MotifsMethod=C-bias, Constraint Setting=constraint2022.03 | 21.87 | 16.61 | 20.38 | |
| G-RCNNMethod=C-bias, Constraint Setting=constraint2022.03 | 19.8 | 15.75 | 18.64 | |
| MotifsMethod=baseline, Constraint Setting=constraint2022.03 | 19.69 | 16.26 | 18.79 | |
| G-RCNNMethod=baseline, Constraint Setting=constraint2022.03 | 17.28 | 13.21 | 16.46 | |
| IMPConstraint Setting=constraint2022.03 | 17.2 | — | 15.8 | |
| VCTreeConstraint Setting=constraint2022.03 | 16.6 | — | 15.4 | |
| IMPConstraint Setting=no constraint2022.03 | 10.5 | — | — |