Atari
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Atari-10 (test)
1.64IQM Human-Normalized Score
8
Atari-57 (test)
48,076Alien Score
8
Atari 12 unseen games
1,125AirRaid
8
Atari 27 original environments (test)
1,222.2Alien Return
8
Atari 56 tasks
31.33Mean Score
7
Atari 100k raw (test)
1,173.2Alien
7
Atari
141Mean Score
7
Atari 2600 Kangaroo
11,200Score
7
Atari-20
42.7FT Gain
6
Atari 49 ALE (test)
3,389Alien Score
6
Atari Qbert
14,013.2Raw Score
6
Atari Assault 100k (test)
2.51HNS
6
Atari Breakout 100k (test)
535HNS
6
Atari Full Suite 57 games
98.2% Games Improved
6
Atari Human Normalized 100M frames
1.61Mean Return
6
Atari ALE (test)
6.89Score (Boxing)
6
Atari
35Overall Score
6
Atari 55 games 200M environment steps (test)
2.64Gamer Median Score
6
Atari 2600 (test)
15,133Alien
6
Atari-57 30 random no-op start (test)
1,189Mean Human-Normalized Score
6
Atari 57 Human Starts
567Mean Human-Normalized Score
6
Atari 57 30 no-ops
591.9Mean HNS
6
Atari (test)
87.5Hit Rate
5
Atari environments
1.29Online Cost
5
Atari Asterix
426.9Score
5