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Papers Benchmarks Datasets Tasks

RF1 dataset and benchmarks · SOTA2 Research

Research Datasets

RF1

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Conformal Prediction

rf1

89Volume

22

Conditional Coverage for Partially Revealed Outputs

rf1

1.82ERT (%)

10

RF1-P2

34.23TTP95% (ms)

9

RF1 P1

104.77Time to Target 95% (ms)

9

RF1

0.013Min Epsilon (RF1)

9

Multi-output Conformal Prediction

rf1

3.37ERT (%)

8

Multitask regression

RF1 8 tasks (test)

0.898RMSE

7

Multi-Target Regression

RF1

154.36Running time (s)

5

Multi-Target Regression

RF1

11.301Model Size (MB)

5

Multivariate Regression Uncertainty Quantification

rf1

99Coverage

4

Multivariate Regression

rf1

64Normalized Volume

4

Popular tasks

Multi-Target Regression Path planning Regression Conformal Prediction Multitask regression

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