Atari 2600
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Atari 2600 RND-dominating games (test)
435.56PPO-normalized Mean Score
5
Atari 2600 random start condition
6,072Beam Rider Score
5
Atari 2600 Solaris ALE (test)
5,501.5Game Score
5
Atari 2600 Seaquest
2,300Best Stable Score
4
Atari 2600 Pong
20Best Score
4
Atari 2600
2,300Score (Seaquest)
4
Atari 2600 (train)
4,314.7ALIEN Score
3
Atari 2600 Space Invaders
1,263Mean Score
3
Atari 2600 Seaquest
282Final Mean Score
3
Atari 2600 Q*bert
11,931Mean Score
3
Atari 2600 Breakout
303Final Mean Score
3
Atari 2600 Phoenix
4,600Score
3
Atari 2600 NameThisGame
6,742Score
3
Atari 2600 FishingDerby
-10Score
3
Atari 2600 DemonAttack
3,590Score
3
Atari 2600 human starts 49 games (test)
116.7Median Normalized Score
3
Atari 2600 Solaris Arcade Learning Environment
3,589Score
2
Atari 2600 Venture Arcade Learning Environment
1,859Score
2
Atari 2600
2,152Alien Score
2
Atari 2600 (test)
3,811Frostbite
2
Atari 2600 49 games, no-op starts (test)
114.7Median Normalized Performance
2
Atari 2600 Venture
1,350Average Score
2
Atari 2600 pong ALE (test)
—Primary metric
0
Atari 2600 kangaroo ALE (test)
—Primary metric
0
Atari 2600 jamesbond ALE (test)
—Primary metric
0