Causal Discovery on CausalTime AQI
89AUROCCUTS+
Evaluation Results
| Method | Links | |
|---|---|---|
| CUTS+2026.05 | 89 | |
| LCCM2026.05 | 86 | |
| Mask2Cause (MSE)Loss Variant=MSE2026.05 | 85 | |
| eSRU2026.05 | 82 | |
| Mask2Cause (NLL)Loss Variant=NLL2026.05 | 79 | |
| NGC2026.05 | 72 | |
| CUTS2026.05 | 60 | |
| PCMCI2026.05 | 53 | |
| SCGL2026.05 | 49 | |
| TCDF2026.05 | 41 |