| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Root Cause Analysis | 50-node ER graph 70% corruption | Top-1 Accuracy87 | 11 | |
| Root Cause Analysis | 50-node ER graph (50% corruption) | Top-1 Accuracy87 | 11 | |
| Root Cause Analysis | 50-node ER graph (30% corruption) | Top-1 Accuracy88 | 11 | |
| Root Cause Analysis | ER graph 50-node XGES-estimated | Top-1 Accuracy87 | 11 | |
| Root Cause Analysis | ER graph 50-node GT | Top-1 Accuracy88 | 11 | |
| Topology reconstruction | ER (Erdős-Rényi) graph | Spectral Similarity0.26 | 4 |