Atari 2600
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Atari 2600 Games Breakdown
1,399,753Avg Reward (baseline)
52
Atari 2600 MONTEZUMA'S REVENGE
18,003,200Score
45
Atari 2600 Montezuma's Revenge ALE (test)
14,973Score
24
Atari 2600 Qbert
684,700Score
20
Atari 2600 57 games
223Median Human-Normalized Score
20
Atari 2600 Private Eye ALE (test)
17,313Score
19
Atari 2600 57 games (test)
1,006.4Median Human-Normalized Score
15
Atari 2600 Freeway ALE (test)
34Score
14
Atari 2600 57 games human starts evaluation metric
162Median Human-Normalized Score
14
Atari 2600 Seaquest
4,770Average Score
12
Atari 2600 Arcade Learning Environment (evaluation)
3,459Montezuma's Revenge Score
11
Atari 2600 Enduro
1,473Mean Score
10
Atari 2600 GRAVITAR
3,351.4GRAVITAR Score
10
Atari 2600 (test)
4,704Alien Score
10
Atari 2600 (test)
6,875Alien
10
Atari 2600
7,128Alien Score
9
Atari 2600 FREEWAY
32.4Score
9
Atari 2600 ALE (test)
34Freeway Score
8
Atari 2600 Solaris
2,279.4Average Score
8
Atari 2600
242Asterix Score
7
Atari 2600 25 games
518.2Mean Human Normalized Score
7
Atari 2600 55 games (test)
1,426Mean Human-Normalized Score
7
Atari 2600 SpaceInvaders
1,400Best Stable Score
7
Atari 2600 60 games (test)
563Human Norm Mean (%)
6
Atari 2600 TimePilot
7,340Score
6