Kuramoto
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| McKean-Vlasov system prediction | Kuramoto 100D (test) | W13.229 | 8 | |
| Causal discovery | Kuramoto_5 semi-synthetic | AUC0.973 | 8 | |
| Relational Inference | Kuramoto (KURA) WS50 low-data | AUC99.98 | 7 | |
| Relational Inference | Kuramoto (KURA) ER50 low-data | AUC91.1 | 7 | |
| Relational Inference | Kuramoto (KURA) BA50 low-data | AUC96.06 | 7 | |
| Relational Inference | Kuramoto (KURA) WS-50 | AUC100 | 7 | |
| Relational Inference | Kuramoto (KURA) ER-50 | AUC99.99 | 7 | |
| Forecasting | Kuramoto SciML (test) | MSE0.001 | 7 | |
| Forecasting | Kuramoto | MAE (Kuramoto)0.004 | 7 | |
| Forecasting | Kuramoto | KL Divergence0.001 | 7 |
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