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DMC-GB dataset and benchmarks · SOTA2 Research

Research Datasets

DMC-GB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Continuous Control

DMC-GB video hard

54,443Cartpole Swingup Score

18

Reinforcement Learning

DMC-GB2 Video Hard (test)

725Cartpole Swingup Return

15

Continuous Control

DMC-GB video easy

839Cartpole Swingup Score

12

Visual Reinforcement Learning

DMC-GB Color Hard

884Average Return: Walker, Walk

10

DMC-GB color-jittered (test)

371Average Return

6

Ball in cup Catch

DMC-GB color-jittered (test)

964Average Return

6

DMC-GB color-jittered (test)

884Average Return

6

DMC-GB color-jittered (test)

960Average Return

6

Cartpole Swingup

DMC-GB color-jittered (test)

837Average Return

6

Popular tasks

Continuous Control Reinforcement Learning Cheetah Run Walker Walk Walker Stand

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