swissroll
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Regression | SwissRoll d = 3 | Median SSE309.1 | 8 | |
| Distribution Fitting | Swissroll 2D synthetic (toy) | JS Divergence0.042 | 7 | |
| Conditional Generative Modeling | Swissroll 2D | W24.64 | 6 | |
| Transport Planning | swissroll | Avg Trajectory Length1.5973 | 6 | |
| Sampling | swissroll | Transport Efficiency99.47 | 6 | |
| Generative Modeling | swissroll | MMD0 | 6 | |
| Sample Generation | swissroll (test) | Average L1 Distance1.5888 | 6 | |
| Synthetic Data Generation | swissroll | CSD14.2659 | 6 | |
| Discrete Density Estimation | swissroll Gray code (test) | MMD0.045 | 5 | |
| Discrete Density Estimation | swissroll | NLL20.084 | 5 | |
| Two-dimensional generative modeling | swissroll | JS-1 Divergence0.086 | 2 |
Showing 11 of 11 rows