HAI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | HAI | Precision98 | 15 | |
| Time Series Anomaly Detection | HAI | RF10.62 | 12 | |
| Anomaly Detection | HAI (test) | Precision90.07 | 11 | |
| Anomaly Detection | HAI 21.03 | P199.8 | 7 | |
| Fault Detection | HAI | F1 Score100 | 6 | |
| Nonlinear Temporal Dynamics Prediction | HAI Client Average | Loss0.2292 | 4 | |
| Nonlinear Temporal Dynamics Prediction | HAI Client P3 | Loss0.244 | 4 | |
| Nonlinear Temporal Dynamics Prediction | HAI Client (P2) | Loss0.2247 | 4 | |
| Nonlinear Temporal Dynamics Prediction | HAI Client (P1) | Loss0.219 | 4 | |
| Anomaly Detection | HAI | Params (M)3.2 | 4 | |
| Importance Scoring | HAI 50% BW, 20K subsample | F1 Score99.9 | 3 | |
| Nonlinear Temporal Dynamics Prediction | HAI (Server) | Loss0.0024 | 2 |
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