| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Pitfall | Score114,000 | 25 | 1mo ago | ||
| Atari 2600 57 games human starts evaluation metric | IQN | Median Human-Normalized Score162 | 14 | 1mo ago | |
| Atari 57 games 200M environment frames | MuZero Reanalyse | Median Human-Normalized Score1,047 | 11 | 1mo ago | |
| Atari-57 (test) | MEME | Alien Score48,076 | 8 | 1mo ago | |
| Atari 2600 ALE (test) | A2C+CoEX | Freeway Score34 | 8 | 1mo ago | |
| H.E.R.O. | Atari-HEAD | Game Score77,185 | 6 | 19d ago | |
| Seaquest | Dreamer | Game Score356,584 | 6 | 19d ago | |
| Asterix | Dreamer | Game Score441,763 | 6 | 19d ago | |
| Atari 2600 Games 100k | Mean Human-Normalized Score100 | 6 | 1mo ago | ||
| Atari 55 games 200M environment steps (test) | DreamerV2 (schedules) | Gamer Median Score2.64 | 6 | 1mo ago | |
| Atari 2600 | Breakout Score241 | 4 | 1mo ago | ||
| Atari 57 games | Double DQN | Median Normalized Score128 | 3 | 1mo ago | |
| Atari 49 games | DQN | Median Normalized Score106 | 2 | 1mo ago | |
| Atari 2600 (test) | VPN | Frostbite3,811 | 2 | 1mo ago |
