Rings
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | RINGS dataset | Dice Score94.5 | 19 | |
| Multimodal Distribution Matching | Rings synthetic landscape | L1 Distance (Last Epoch)0.0003 | 18 | |
| Classification | Rings (test) | Accuracy96.7 | 9 | |
| Dimensionality Reduction | rings dataset | Angular Distortion Index0.0012 | 8 | |
| Unconditional Density Estimation | Rings (test) | Log-Likelihood-2.31 | 8 | |
| Toy target distribution sampling | Rings d = 2 | Entropy-Reg W2 (eps=0.05)0.18 | 7 | |
| Surface smoothing | Rings synthetic image | L1 Error95.32 | 2 |
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