Causal Discovery on OU sigma_g^m = 0
77F1 ScorePLACy
Evaluation Results
| Method | Links | |
|---|---|---|
| PLACyC=1, N=5, sigma_g^a=12025.07 | 77 | |
| PLACyC=0.5, N=5, sigma_g^a=12025.07 | 73 | |
| BCGewekeC=0.2, N=5, sigma_g^a=12025.07 | 61 | |
| GewekeNPC=0.2, N=5, sigma_g^a=12025.07 | 59 | |
| GrangerC=0.2, N=5, sigma_g^a=12025.07 | 58 | |
| BCGewekeC=0.5, N=5, sigma_g^a=12025.07 | 58 | |
| GrangerC=0.5, N=5, sigma_g^a=12025.07 | 56 | |
| BCGewekeC=1, N=5, sigma_g^a=12025.07 | 56 | |
| DTFC=1, N=5, sigma_g^a=12025.07 | 54 | |
| GrangerC=1, N=5, sigma_g^a=12025.07 | 53 | |
| DTFC=0.5, N=5, sigma_g^a=12025.07 | 52 | |
| GewekeNPC=0.5, N=5, sigma_g^a=12025.07 | 52 | |
| GewekeNPC=1, N=5, sigma_g^a=12025.07 | 52 | |
| RCV-VarLiNGAMC=0.2, N=5, sigma_g^a=12025.07 | 40 | |
| RCV-VarLiNGAMC=0.5, N=5, sigma_g^a=12025.07 | 39 | |
| DTFC=0.2, N=5, sigma_g^a=12025.07 | 35 | |
| RCV-VarLiNGAMC=1, N=5, sigma_g^a=12025.07 | 32 | |
| PCMCIC=1, N=5, sigma_g^a=12025.07 | 28 | |
| PCMCIC=0.5, N=5, sigma_g^a=12025.07 | 20 | |
| DYNOTEARSC=0.2, N=5, sigma_g^a=12025.07 | 17 | |
| PCMCIC=0.2, N=5, sigma_g^a=12025.07 | 15 | |
| PLACyC=0.2, N=5, sigma_g^a=12025.07 | 14 | |
| PCMCI_OmegaC=1, N=5, sigma_g^a=12025.07 | 13 | |
| PCMCI_OmegaC=0.5, N=5, sigma_g^a=12025.07 | 11 | |
| DYNOTEARSC=0.5, N=5, sigma_g^a=12025.07 | 8 | |
| DYNOTEARSC=1, N=5, sigma_g^a=12025.07 | 8 | |
| PCMCI_OmegaC=0.2, N=5, sigma_g^a=12025.07 | 7 |