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MLGym dataset and benchmarks · SOTA2 Research

Research Datasets

MLGym

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Reinforcement Learning

MLGym Breakout

100Reward

7

Decision Making

MLGym Prisoner's Dilemma

3Payoff

7

Decision Making

MLGym Battle of Sexes

2Payoff

7

Language Modeling

MLGym Language Modeling

3.5Loss

7

Natural Language Inference

MLGym MNLI

92.5Accuracy

7

Tabular Regression

MLGym House Price

0.99R2

7

Popular tasks

Decision Making Language Modeling Natural Language Inference Reinforcement Learning Tabular Regression

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