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ResearchFormerly WizWand

Atari Game Playing on Atari Skiing ALE (online)

1ScoreMind-Studio
-0.040.230.50.77Jun 14, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Mind-StudioPlanner=Qwen3-Coder-480B, Lookahead source=Mind-Studio (ours)2026.061
PoE-WorldPlanner=Qwen3-Coder-480B, Lookahead source=PoE-World2026.061
LLM-as-WMPlanner=Qwen3-Coder-480B, Lookahead source=LLM-as-WM2026.060
REALPlanner=Qwen3-Coder-480B, Lookahead source=REAL (reference)2026.060
Mind-StudioPlanner=DeepSeek-V4-Flash, Lookahead source=Mind-Studio (ours)2026.060
PoE-WorldPlanner=DeepSeek-V4-Flash, Lookahead source=PoE-World2026.060
LLM-as-WMPlanner=DeepSeek-V4-Flash, Lookahead source=LLM-as-WM2026.060
REALPlanner=DeepSeek-V4-Flash, Lookahead source=REAL (reference)2026.060
Mind-StudioPlanner=Llama-4-Scout-17B, Lookahead source=Mind-Studio (ours)2026.060
Mind-StudioPlanner=Claude-4-Sonnet, Lookahead source=Mind-Studio (ours)2026.060
Mind-StudioPlanner=Gemini-2.5-Flash, Lookahead source=Mind-Studio (ours)2026.060