| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| General random graphs n=6 (exhaustive) | IIC | Identification Rate97.5 | 7 | 6d ago | |
| Alarm real-world 37 nodes, 46 edges | HEID-2 | Time (seconds)0.0003 | 6 | 1mo ago | |
| Water real-world 32 nodes, 66 edges | HEID-2 | Time (s)0.0017 | 5 | 1mo ago | |
| Barley 48 nodes, 84 edges (real-world) | HEID-1 | Execution Time (s)0.0026 | 5 | 1mo ago | |
| Psych real-world 22 nodes, 70 edges | HEID-1 | Time (seconds)0.0019 | 4 | 1mo ago | |
| Large random graphs n=100 | IIC | Identification Rate99.7 | 2 | 6d ago | |
| Large random graphs n=50 | IIC | Identification Rate99.3 | 2 | 6d ago | |
| Large random graphs n=20 | IIC | Identification Rate99.2 | 2 | 6d ago | |
| Large random graphs n=10 | IIC | Identification Rate98.6 | 2 | 6d ago | |
| Random Graphs n=5 (exhaustive enumeration) | IIC | Count (Both Identified)108,368 | 2 | 6d ago | |
| Random Graphs (n=4) (exhaustive enumeration) | IIC | Both Identified (%)288 | 2 | 6d ago |
