Graph
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Isomorphism Testing | Graph8c | Undistinguished Pairs Count0 | 15 | |
| Causal Effect Estimation | 6-node graph n=5000 samples, averaged over 100 trials | Absolute Bias0 | 12 | |
| Graph Separation | GRAPH8c random initialization | Non-Separated Pairs0 | 11 | |
| Maximum Stable Set | Graph R5 1.0 (test) | Max Stable Set Size10 | 2 | |
| Maximum Stable Set | Graph R4 1.0 (test) | Max Stable Set Size9 | 2 | |
| Maximum Stable Set | Graph R3 1.0 (test) | Max Stable Set Size7 | 2 | |
| Maximum Stable Set | Graph R1 1.0 (test) | Max Stable Set Size7 | 2 | |
| Maximum Stable Set | Graph G1 1.0 (test) | Stable Set Size1 | 2 | |
| Existence of stable network | Graph | Metric- | 0 |
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