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Atari Breakout dataset and benchmarks · SOTA2 Research

Research Datasets

Atari Breakout

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Reinforcement Learning

Atari Breakout

864Mean Return

23

Backdoor Attack Detection

Atari Breakout

90.4AUROC

11

Offline Reinforcement Learning

Atari Breakout

111Episode Return

6

Backdoor Defense Performance

Atari Breakout Clean Environment

22.93Score

5

Backdoor Defense Performance

Atari Breakout Poisoned Environment

21.46Performance Score

5

Reinforcement Learning

Atari Breakout v4 (test)

288.8Mean Final Score

5

Offline Reinforcement Learning

Atari Breakout 1% DQN-replay v0

267.5Gamer-normalized Score

5

Discrete Control

Atari Breakout NoFrameskip v4

374.6Total Reward

3

Imitation Learning

Atari Breakout v4 (test)

376Reward

2

Popular tasks

Reinforcement Learning Offline Reinforcement Learning Backdoor Defense Performance Imitation Learning Backdoor Attack Detection

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