Predicate Classification on VG
65.46Recall@50VCTree
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VCTreeInference Protocol=Standard, Graph Constraint=True2022.11 | 65.46 | 67.18 | 15.36 | 16.61 | |
| IMPInference Protocol=Standard, Graph Constraint=True2022.11 | 61.63 | 63.63 | 11.53 | 12.38 | |
| IMPInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 59.93 | 62.02 | 25.14 | 28.34 | |
| MOTIFInference Protocol=Standard, Graph Constraint=True2022.11 | 59.57 | 63.95 | 12.88 | 15.47 | |
| VCTreeInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 59.5 | 60.97 | 28.14 | 30.72 | |
| BGNNInference Protocol=Standard, Graph Constraint=True2022.11 | 58.15 | 60.41 | 29.46 | 31.83 | |
| BGNNInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 55.42 | 57.47 | 32.18 | 34.27 | |
| DLFE-MOTIFInference Protocol=Standard, Graph Constraint=True2022.11 | 51.63 | 53.28 | 26.87 | 28.75 | |
| MOTIFInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 51.49 | 55.07 | 24.67 | 30.71 | |
| Unb-MOTIFInference Protocol=Standard, Graph Constraint=True2022.11 | 45.87 | 51.24 | 24.75 | 28.69 | |
| DLFE-MOTIFInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 43.27 | 44.82 | 35.25 | 38.2 | |
| Unb-MOTIFInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 42.4 | 46.82 | 28.64 | 35.65 |