Causal order recovery on Neighbor non-linear synthetic (D_top)
7.75D_topBOSS
Evaluation Results
| Method | Links | |
|---|---|---|
| BOSSOutput representation=CPDAG, Number of runs=52024.12 | 7.75 | |
| GRaSPOutput representation=CPDAG, Number of runs=52024.12 | 7.75 | |
| GESOutput representation=CPDAG, Number of runs=52024.12 | 7.2 | |
| GOBNILPOutput representation=CPDAG, Number of runs=52024.12 | 7 | |
| PCOutput representation=CPDAG, Number of runs=52024.12 | 6.67 | |
| MATS MPDAGOutput representation=MPDAG, Number of runs=52024.12 | 5.96 | |
| NOTEARSOutput representation=CPDAG (from DAG), Number of runs=52024.12 | 5.65 | |
| MATS πOutput representation=Causal order π, Number of runs=52024.12 | 4.89 | |
| TripletOutput representation=Classes of causal orders, Number of runs=52024.12 | 3 |