CauseMe
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Causal Discovery | CauseMe VAR-10 | F1@0.594.3 | 6 | |
| Causal Discovery | CauseMe NVAR-10 | F1@0.566.7 | 6 | |
| Causal Discovery | CauseMe NVAR-5 | F1@0.580 | 6 | |
| Causal Discovery | CauseMe VAR-5 | Best F1 Score100 | 3 | |
| Causal Discovery | CauseMe VAR-5 | F1@0.576.9 | 3 | |
| Causal Discovery | CauseMe LongLag-NVAR-20 | F1@0.548.6 | 3 | |
| Causal Discovery | CauseMe LongLag-NVAR-10 | F1@0.557.6 | 3 | |
| Causal Discovery | CauseMe LongLag-VAR-20 | F1@0.544.9 | 3 | |
| Causal Discovery | CauseMe LongLag-VAR-10 | F1@0.542.6 | 3 | |
| Causal Discovery | CauseMe NVAR-20 | F1@0.545.9 | 3 | |
| Causal Discovery | CauseMe VAR-20 | F1@0.544.6 | 3 |
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