Scene Graph Detection on VG
30.26R@50BGNN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BGNNInference Protocol=Standard, Graph Constraint=True2022.11 | 30.26 | 34.98 | 10.37 | 12.31 | |
| VCTreeInference Protocol=Standard, Graph Constraint=True2022.11 | 29.94 | 32.57 | 6.21 | 6.96 | |
| IMPInference Protocol=Standard, Graph Constraint=True2022.11 | 28.04 | 31.3 | 4.89 | 5.84 | |
| VCTreeInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 27.74 | 30.1 | 10.4 | 11.86 | |
| MOTIFInference Protocol=Standard, Graph Constraint=True2022.11 | 26.85 | 30.5 | 5.61 | 6.73 | |
| IMPInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 26.5 | 29.51 | 8.58 | 10.67 | |
| BGNNInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 26.16 | 30.11 | 13.24 | 16.1 | |
| DLFE-MOTIFInference Protocol=Standard, Graph Constraint=True2022.11 | 24.22 | 27.95 | 10.62 | 12.61 | |
| MOTIFInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 23.94 | 27.09 | 9.36 | 11.71 | |
| DLFE-MOTIFInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 20.61 | 23.8 | 14.07 | 16.76 | |
| Unb-MOTIFInference Protocol=Standard, Graph Constraint=True2022.11 | 16.25 | 19.53 | 8.65 | 10.47 | |
| Unb-MOTIFInference Protocol=Within-Triplet Inference, Graph Constraint=True2022.11 | 15.06 | 18.03 | 9.6 | 11.94 |