Predicate Classification on 3DSSG (val)
73.3Recall@20OCRL-3DSSG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OCRL-3DSSGGraph constraints=without2025.10 | 73.3 | 87.8 | 94.6 | |
| VL-SATgraph_constraints=false2023.03 | 70.5 | 85 | 92.5 | |
| VL-SATGraph constraints=without2025.10 | 70.5 | 85 | 92.5 | |
| OCRL-3DSSGGraph constraints=with2025.10 | 70.2 | 82 | 82.6 | |
| SGFNgraph_constraints=false2023.03 | 68.9 | 82.8 | 91.2 | |
| SGFNGraph constraints=without2025.10 | 68.9 | 82.8 | 91.2 | |
| VL-SATgraph_constraints=true2023.03 | 67.8 | 79.9 | 80.8 | |
| VL-SATGraph constraints=with2025.10 | 67.8 | 79.9 | 80.8 | |
| SGFNgraph_constraints=true2023.03 | 65.9 | 78.8 | 79.6 | |
| SGFNGraph constraints=with2025.10 | 65.9 | 78.8 | 79.6 | |
| Zhang et al.graph_constraints=false2023.03 | 62.2 | 78.4 | 88.3 | |
| Zhang et al.Graph constraints=without2025.10 | 62.2 | 78.4 | 88.3 | |
| Zhang et al.graph_constraints=true2023.03 | 59.3 | 65 | 65.3 | |
| Zhang et al.Graph constraints=with2025.10 | 59.3 | 65 | 65.3 | |
| SGPNgraph_constraints=false2023.03 | 54.5 | 70.1 | 82.4 | |
| SGPNGraph constraints=without2025.10 | 54.5 | 70.1 | 82.4 | |
| SGPNgraph_constraints=true2023.03 | 51.9 | 58 | 58.5 | |
| SGPNGraph constraints=with2025.10 | 51.9 | 58 | 58.5 | |
| Schematagraph_constraints=false2023.03 | 49.6 | 67.1 | 80.2 | |
| Schematagraph_constraints=true2023.03 | 48.7 | 58.2 | 59.1 | |
| KERNgraph_constraints=false2023.03 | 48.3 | 64.8 | 77.2 | |
| KERNgraph_constraints=true2023.03 | 46.8 | 55.7 | 56.5 | |
| Co-Occurrencegraph_constraints=false2023.03 | 35.1 | 55.6 | 70.6 | |
| Co-Occurrencegraph_constraints=true2023.03 | 34.7 | 47.4 | 47.9 |