Atari Game Playing on Atari Montezuma ALE (online)
8Task Outcome ScoreMind-Studio
Evaluation results
| Method | Links | |
|---|---|---|
| Mind-StudioPlanner=Gemini-2.5-Flash, Lookahead source=Mind-Studio (ours)2026.06 | 8 | |
| Mind-StudioPlanner=Qwen3-Coder-480B, Lookahead source=Mind-Studio (ours)2026.06 | 5 | |
| PoE-WorldPlanner=Qwen3-Coder-480B, Lookahead source=PoE-World2026.06 | 5 | |
| LLM-as-WMPlanner=Qwen3-Coder-480B, Lookahead source=LLM-as-WM2026.06 | 5 | |
| REALPlanner=Qwen3-Coder-480B, Lookahead source=REAL (reference)2026.06 | 5 | |
| Mind-StudioPlanner=Claude-4-Sonnet, Lookahead source=Mind-Studio (ours)2026.06 | 5 |