Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Setting dataset and benchmarks · SOTA2 Research

Research Datasets

Setting

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Uncertainty Quantification (Scalar Regression)

Setting 4 Generative Example

0.01ISCE

36

Uncertainty Quantification (Scalar Regression)

Setting 3 Generative Example

0.019ISCE

36

Uncertainty Quantification (Scalar Regression)

Setting Generative Example 2

0.024ISCE

36

Bandit Optimization

Setting 2

11.1Regret

36

Bandit Optimization

Setting 1

14.7Regret

36

Bandit Optimization

Setting 4

0Per-round Time Cost (s)

28

Bandit Optimization

Setting 3

0Per-round Time Cost (s)

28

Respiratory Sound Classification

Setting #2 IND

96.32Specificity

11

Sequential Changepoint Localization

Setting I Normal Distributions

91.6Conditional Coverage

8

Contextual Auction

Setting (B) 7x2

0.9Average Revenue

4

Contextual Auction

Setting (B) 6x2

0.84Average Revenue

4

Contextual Auction

Setting B 5x2

0.781Average Revenue

4

Contextual Auction

Setting (B) 4x2

72.27Average Revenue

4

Contextual Auction

Setting (A) 3x10

2.918Average Revenue

4

Contextual Auction

Setting (A) 3x5

1.467Average Revenue

4

Contextual Auction

Setting (A) 3x2

56.01Average Revenue

4

Contextual Auction

Setting (A) 2x10

2.422Average Revenue

4

Contextual Auction

Setting (A) 2x5

1.177Average Revenue

4

Contextual Auction

Setting (A) 2x2 1.0 (test)

0.446Average Revenue

4

Popular tasks

Contextual Auction Bandit Optimization Uncertainty Quantification (Scalar Regression)Respiratory sound classification Sequential Changepoint Localization

Follow for updates

Join SOTA2 Contact