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Papers Benchmarks Datasets Tasks

Atari dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

Atari

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Reinforcement Learning

Atari 1M

7,127.7Alien Score

5

Atari 33 seen games

10,160Game Score: Alien

5

Reinforcement Learning

Atari hard-exploration games (test)

435.56PPO Normalized Score (Mean)

5

Reinforcement Learning

Atari 10 hard-exploration games

124,524.02Alien Score

5

Reinforcement Learning

Atari 10-hardest exploration games (test)

100Mean CHNS

5

Reinforcement Learning

Atari 2600 (test)

16,218Alien Score

5

Reinforcement Learning

Atari small data setting

731.1Median Human-Normalized Score

5

Reinforcement Learning

Atari 57 Standard

448Median Human-Normalized Score

5

Reinforcement Learning

Atari 57 Standard (test)

279,703.5Alien

4

Reinforcement Learning

Atari venture

1,187.5Max Agent Score

4

Reinforcement Learning

Atari solaris

12,326.7Max Agent Score

4

Reinforcement Learning

Atari Pitfall

6,463.7Max Score

4

Reinforcement Learning

Atari alien

10,964.95Max Agent Score

4

Reinforcement Learning

Atari 100K 36 games

423.3Alien Score

4

Reinforcement Learning

Atari 49 games (train)

32Score (Subset 100)

4

Reinforcement Learning

Atari 2600

1,510.8Alien Score

4

Multi-task Reinforcement Learning

Atari-57 unclipped

10,700Median Human Normalised Score

4

Reinforcement Learning

Atari 2600 Hero ALE (test)

30,826.4Maximum Agent Score

4

Reinforcement Learning

Atari 2600 Breakout

500Best Stable Score

4

Atari Game Playing

Atari 2600

241Breakout Score

4

Adversarial Attack

Atari 26 tasks

0.446Performance Drop

3

Continual Reinforcement Learning

Atari Two-cycle (train)

0.722C1 Forward Score

3

Continual Reinforcement Learning

Atari Reversed task order

0.039Forgetting

3

Continual Reinforcement Learning

Atari Default task order

0.194Forgetting

3

Lifelong Reinforcement Learning

Atari

10.5Atari 6 Score

3

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Popular tasks

Reinforcement Learning Atari Game Playing Continual Reinforcement Learning Adversarial Attack Game Playing

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