Causal order recovery on Genetic non-linear synthetic (D_top)
6D_topGES
Evaluation Results
| Method | Links | |
|---|---|---|
| GESOutput representation=CPDAG, Number of runs=52024.12 | 6 | |
| BOSSOutput representation=CPDAG, Number of runs=52024.12 | 4.92 | |
| GRaSPOutput representation=CPDAG, Number of runs=52024.12 | 4.92 | |
| PCOutput representation=CPDAG, Number of runs=52024.12 | 4 | |
| GOBNILPOutput representation=CPDAG, Number of runs=52024.12 | 3.65 | |
| NOTEARSOutput representation=CPDAG (from DAG), Number of runs=52024.12 | 2.9 | |
| MATS πOutput representation=Causal order π, Number of runs=52024.12 | 1.2 | |
| MATS MPDAGOutput representation=MPDAG, Number of runs=52024.12 | 1.1 | |
| TripletOutput representation=Classes of causal orders, Number of runs=52024.12 | 0 |