| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DeepMind control suite | DreamerV3 | Average Return922 | 8 | 1mo ago | |
| DMControl-GB color-hard (test) | SMG | Avg Episode Return299 | 7 | 3mo ago | |
| DMControl-GB color-easy (test) | SMG | Average Episode Return346 | 7 | 3mo ago | |
| DeepMind Control Suite (in-distribution) | OILCA | Average Return116.05 | 7 | 3mo ago | |
| DMC 500K v1 (train) | Dreamer | Episodic Reward570,253 | 7 | 3mo ago | |
| DMC 100K v1 (train) | Dreamer | Episodic Reward235,137 | 7 | 3mo ago | |
| DMC-GB color-jittered (test) | TLDA | Average Return371 | 6 | 3mo ago | |
| DeepMind Control Suite (DMC) | MIND DREAMER | Steps to 80% Return (k)165.5 | 5 | 16d ago | |
| DeepMind Control Suite Cheetah Run | Final Return (100k steps)216.4 | 5 | 26d ago | ||
| DeepMind Control Suite Cheetah standard (test) | PlaNet | Final Performance662 | 4 | 3mo ago |
