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LCBench dataset and benchmarks · SOTA2 Research

Research Datasets

LCBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Learning Curve Extrapolation

LCBench (test)

1RMSE (Avg Rank)

36

Hyperparameter Optimization

LCBench (test)

0.643Score

15

Bayesian Optimization

LCBench (all datasets)

31.4Top-1 Accuracy

6

Bayesian Optimization

LCBench Large

50Top-1 Accuracy

6

Language Understanding

LCBench

4.87Accuracy

6

Popular tasks

Bayesian Optimization Language Understanding Hyperparameter Optimization Learning Curve Extrapolation

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