Water
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Structured text synthesis | Water | RoBERTa ROC-AUC86.95 | 24 | |
| Time Series Anomaly Detection | Water | CCE0.32 | 20 | |
| Causal Discovery | Water n=32 | SHD36 | 14 | |
| Classification | water (val) | AUROC64.1 | 12 | |
| Energy and Force Prediction | Water (test) | Force RMSE (meV/Å)34 | 9 | |
| Privacy Evaluation | Water | NRS1 | 5 | |
| Causal Identification | Water real-world 32 nodes, 66 edges | Time (s)0.0017 | 5 | |
| Causal Discovery | Water (26,3,3) | F1 Score73 | 5 | |
| Causal Discovery | Water (29,0,3) | F1 Score87 | 5 | |
| Causal Discovery | Water (29,3,0) | F1 Score82 | 5 | |
| Causal Discovery | WATER | F1 Score49.31 | 3 | |
| Electronic Property Prediction | Water | MAE (K)17.59 | 2 |
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