moons
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Clustering | Moons 2 (n=400, m=2, k=2) | SSE356.25 | 12 | |
| Clustering | Moons n=300, m=2, k=2 | SSE142.46 | 12 | |
| Classification | Moons (test) | Accuracy90 | 9 | |
| Unconditional Density Estimation | Moons (test) | LogLikelihood-1.57 | 8 | |
| Distribution Fitting | Moons 2D toy synthetic | JS Divergence0.036 | 7 | |
| Transport Planning | moons | Avg Trajectory Length1.7102 | 6 | |
| Sampling | moons | Transport Efficiency99.63 | 6 | |
| Generative Modeling | moons | MMD0 | 6 | |
| Sample Generation | moons (test) | Average L1 Distance1.7038 | 6 | |
| Synthetic Data Generation | moons | CSD14.2397 | 6 | |
| Discrete Density Estimation | moons Gray code (test) | MMD-0.088 | 5 | |
| Discrete Density Estimation | moons | NLL19.71 | 5 | |
| Clustering | Moons k=2 (test) | ARI58.64 | 4 | |
| Constrained Clustering | Moons Synthetic 2 | SSE356.25 | 1 | |
| Constrained Clustering | Moons Synthetic | SSE148.49 | 1 | |
| 2D Distribution Mapping | N -> moons (test) | Metric- | 0 |
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