Scene Graph Classification (SGCls) on 3DSSG (val)
38.1Recall@20OCRL-3DSSG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OCRL-3DSSGGraph constraints=without2025.10 | 38.1 | 46.1 | 52.5 | |
| OCRL-3DSSGGraph constraints=with2025.10 | 36.1 | 37.7 | 37.8 | |
| VL-SATgraph_constraints=false2023.03 | 33.8 | 41.3 | 47 | |
| VL-SATGraph constraints=without2025.10 | 33.8 | 41.3 | 47 | |
| VL-SATgraph_constraints=true2023.03 | 32 | 33.5 | 33.7 | |
| VL-SATGraph constraints=with2025.10 | 32 | 33.5 | 33.7 | |
| SGFNgraph_constraints=false2023.03 | 31.9 | 39.3 | 45 | |
| SGFNGraph constraints=without2025.10 | 31.9 | 39.3 | 45 | |
| Zhang et al.graph_constraints=false2023.03 | 29.8 | 34.3 | 37 | |
| Zhang et al.Graph constraints=without2025.10 | 29.8 | 34.3 | 37 | |
| SGFNgraph_constraints=true2023.03 | 29.5 | 31.2 | 31.2 | |
| SGFNGraph constraints=with2025.10 | 29.5 | 31.2 | 31.2 | |
| Schematagraph_constraints=false2023.03 | 28.8 | 33.5 | 36.3 | |
| Zhang et al.graph_constraints=true2023.03 | 28.5 | 30 | 30.1 | |
| Zhang et al.Graph constraints=with2025.10 | 28.5 | 30 | 30.1 | |
| SGPNgraph_constraints=false2023.03 | 28.2 | 32.6 | 35.3 | |
| SGPNGraph constraints=without2025.10 | 28.2 | 32.6 | 35.3 | |
| Schematagraph_constraints=true2023.03 | 27.4 | 29.2 | 29.4 | |
| SGPNgraph_constraints=true2023.03 | 27 | 28.8 | 29 | |
| SGPNGraph constraints=with2025.10 | 27 | 28.8 | 29 | |
| KERNgraph_constraints=false2023.03 | 20.8 | 24.7 | 27.6 | |
| KERNgraph_constraints=true2023.03 | 20.3 | 22.4 | 22.7 | |
| Co-Occurrencegraph_constraints=true2023.03 | 14.8 | 19.7 | 19.9 | |
| Co-Occurrencegraph_constraints=false2023.03 | 14.1 | 20.2 | 25.8 |