Atari Breakout
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Reinforcement Learning | Atari Breakout | Mean Return864 | 23 | |
| Backdoor Attack Detection | Atari Breakout | AUROC90.4 | 11 | |
| Offline Reinforcement Learning | Atari Breakout | Episode Return111 | 6 | |
| Backdoor Defense Performance | Atari Breakout Clean Environment | Score22.93 | 5 | |
| Backdoor Defense Performance | Atari Breakout Poisoned Environment | Performance Score21.46 | 5 | |
| Reinforcement Learning | Atari Breakout v4 (test) | Mean Final Score288.8 | 5 | |
| Offline Reinforcement Learning | Atari Breakout 1% DQN-replay v0 | Gamer-normalized Score267.5 | 5 | |
| Discrete Control | Atari Breakout NoFrameskip v4 | Total Reward374.6 | 3 | |
| Imitation Learning | Atari Breakout v4 (test) | Reward376 | 2 |
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