Tigramite
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Causal Discovery | Tigramite S8 Feedback Loops | F1 Score100 | 8 | |
| Causal Discovery | Tigramite S7 High-Dimensional | F1 Score86.1 | 8 | |
| Causal Discovery | Tigramite S6 Latent Variables | F1 Score100 | 8 | |
| Causal Discovery | Tigramite S5 Contemporaneous | F1 Score93.8 | 8 | |
| Causal Discovery | Tigramite S4 Non-Linear Non-Gaussian | F1 Score92 | 8 | |
| Causal Discovery | Tigramite S3 Linear Non-Gaussian | F1 Score100 | 8 | |
| Causal Discovery | Tigramite S2 Non-Linear Gaussian | F1 Score84 | 8 | |
| Causal Discovery | Tigramite S1 Linear Gaussian | F1 Score100 | 8 | |
| Causal Discovery | Tigramite simulation data | Accuracy100 | 6 |
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