Causal order recovery on Asia non-linear synthetic
1.22D_topMATS π
Evaluation results
| Method | Links | |
|---|---|---|
| MATS πOutput representation=Causal order π, Number of runs=52024.12 | 1.22 | |
| TripletOutput representation=Classes of causal orders, Number of runs=52024.12 | 2.75 | |
| MATS MPDAGOutput representation=MPDAG, Number of runs=52024.12 | 2.87 | |
| NOTEARSOutput representation=CPDAG (from DAG), Number of runs=52024.12 | 6.06 | |
| GESOutput representation=CPDAG, Number of runs=52024.12 | 6.62 | |
| GOBNILPOutput representation=CPDAG, Number of runs=52024.12 | 6.94 | |
| GRaSPOutput representation=CPDAG, Number of runs=52024.12 | 7.25 | |
| BOSSOutput representation=CPDAG, Number of runs=52024.12 | 7.44 | |
| PCOutput representation=CPDAG, Number of runs=52024.12 | 8.37 |