dry-bean
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | dry-bean (test) | Accuracy93.06 | 48 | |
| Tabular Classification | Dry Bean | Balanced Accuracy93.8 | 27 | |
| Memorization and Privacy Analysis | Dry Bean | NN Distance (DNN)1.76 | 8 | |
| Synthetic Tabular Data Generation | Dry Bean | MCCD0.0455 | 8 | |
| Mixing matrix estimation | Dry Bean B Semi-synthetic | Relative Frobenius Error0.052 | 8 | |
| Mixing matrix estimation | Dry Bean-A (Semi-synthetic) | Relative Frobenius Error0.0704 | 8 | |
| Modelling dependence | Dry Bean | W2 Metric1.12 | 6 | |
| Generative Modeling | Dry Bean | Training Time1.1 | 5 | |
| Dimensionality Reduction | Dry Bean | Runtime (s)0.838 | 5 | |
| kNN Classification | Dry Bean | Accuracy91.5 | 5 | |
| Manifold Learning | Dry Bean | (TW + CN)/298.65 | 5 | |
| Mixture Proportion Estimation | Dry Bean | Mean Absolute Error0.025 | 4 | |
| Cell-level outlier detection | Dry Bean | Metric- | 0 |
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