8gaussians
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 2D Generative Modeling | 8gaussians | Path Energy0.419 | 13 | |
| Transport Planning | 8gaussians | Avg Trajectory Length1.1995 | 6 | |
| Sampling | 8gaussians | Transport Efficiency99.54 | 6 | |
| Generative Modeling | 8gaussians | MMD0 | 6 | |
| Sample Generation | 8gaussians (test) | Avg L1 Distance1.194 | 6 | |
| Synthetic Data Generation | 8gaussians | CSD1.3178 | 6 | |
| Discrete Density Estimation | 8gaussians Gray code (test) | MMD-0.066 | 5 | |
| Discrete Density Estimation | 8gaussians | NLL19.965 | 5 | |
| 2D Distribution Mapping | N -> 8gaussians (test) | Metric- | 0 |
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