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Rings dataset and benchmarks · SOTA2 Research

Research Datasets

Rings

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Semantic Segmentation

RINGS dataset

94.5Dice Score

19

Multimodal Distribution Matching

Rings synthetic landscape

0L1 Distance (Last Epoch)

18

Rings (test)

96.7Accuracy

9

Dimensionality Reduction

rings dataset

0.001Angular Distortion Index

8

Unconditional Density Estimation

Rings (test)

-2.31Log-Likelihood

8

Toy target distribution sampling

Rings d = 2

0.18Entropy-Reg W2 (eps=0.05)

7

Density Estimation

Rings

0.04W2 Distance

3

Surface smoothing

Rings synthetic image

95.32L1 Error

2

Popular tasks

Semantic segmentation Classification Density Estimation Dimensionality Reduction Unconditional Density Estimation

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