steel
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tabular Data Synthesis Fidelity | steel | KS Statistic (Mean)0.49 | 90 | |
| Tabular Data Synthesis | steel | Chi-squared Test Result0.02 | 47 | |
| Classification | Steel (test) | Accuracy99.27 | 45 | |
| Classification | steel | Balanced Accuracy97.04 | 45 | |
| Tabular Data Synthesis | steel | Inverse KL Divergence0.21 | 45 | |
| Multi-horizon forecasting | Steel April 2013 to January 2026 (test) | RMSE173.29 | 7 | |
| Classification | Steel (5-fold cross-validation) | Accuracy75.1 | 3 | |
| Tabular Classification | steel UCI (test) | Balanced Accuracy98.47 | 3 | |
| SHAP value computation | Steel (test) | Median Runtime (s)37 | 2 | |
| SHAP value calculation | Steel | Median Runtime (s)37 | 2 | |
| DCR Evaluation | steel | DCR Score0.38 | 2 | |
| Physical Field Prediction | Steel (test) | Thinning0 | 1 | |
| Delta-presence Evaluation | steel real-world (train) | Delta Presence1.7 | 1 |
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