checkerboard
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Distribution Fitting | Checkerboard 2D synthetic (toy) | JS Divergence0.03 | 7 | |
| Conditional Generative Modeling | Checkerboard | W2 Score4.69 | 6 | |
| Classification | checkerboard UCI/KEEL (test) | Accuracy88.46 | 6 | |
| Transport Planning | checkerboard | Avg Trajectory Length0.7213 | 6 | |
| Sampling | checkerboard | Transport Efficiency99.02 | 6 | |
| Generative Modeling | checkerboard | MMD0 | 6 | |
| Sample Generation | checkerboard (test) | Avg L1 Distance0.709 | 6 | |
| Synthetic Data Generation | checkerboard | CSD1.1348 | 6 | |
| Discrete Density Estimation | checkerboard Gray code (test) | MMD1.206 | 5 | |
| Discrete Density Estimation | checkerboard | NLL20.678 | 5 | |
| 2D Synthetic Data Generation | Checkerboard (test) | MMD0.81 | 4 | |
| Two-dimensional generative modeling | checkerboard | JS Divergence (1)0.062 | 2 |
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