Causal order recovery on Sachs non-linear synthetic
5.5D_topMATS π
Evaluation results
| Method | Links | |
|---|---|---|
| MATS πOutput representation=Causal order π, Number of runs=52024.12 | 5.5 | |
| MATS MPDAGOutput representation=MPDAG, Number of runs=52024.12 | 7.4 | |
| PCOutput representation=CPDAG, Number of runs=52024.12 | 7.75 | |
| GESOutput representation=CPDAG, Number of runs=52024.12 | 10.02 | |
| TripletOutput representation=Classes of causal orders, Number of runs=52024.12 | 10.33 | |
| NOTEARSOutput representation=CPDAG (from DAG), Number of runs=52024.12 | 13.5 | |
| GRaSPOutput representation=CPDAG, Number of runs=52024.12 | 14.95 | |
| GOBNILPOutput representation=CPDAG, Number of runs=52024.12 | 15 | |
| BOSSOutput representation=CPDAG, Number of runs=52024.12 | 15.15 |