S-Curve
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Classification | S-Curve (test) | Accuracy98.3 | 9 | |
| Regression | S-curve 100 points (test) | R2 Score0.96 | 6 | |
| Regression | S-curve 100 points (train) | R20.99 | 6 | |
| Downstream Linear Separability | S-Curve 3 -> 2 | 5-Fold CV Accuracy97.6 | 5 | |
| Manifold embedding | S-curve (mean) | Correlation0.8542 | 5 | |
| Manifold embedding | S-curve (view 2) | Correlation0.9334 | 5 | |
| Manifold embedding | S-curve (view 1) | Correlation0.8484 | 5 | |
| Manifold Learning | S-curve | Correlation (View 1)0.9788 | 3 | |
| Conformal Prediction | S-Curve | Empirical Coverage90 | 2 | |
| Conformal Prediction | S-Curve synthetic (test) | Coverage90 | 2 |
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