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ResearchFormerly WizWand

Asynchronous planning on AsyncHow

98.44Makespan AccuracyDeepSeek-V4-Flash
54.2465.71577.1988.665May 31, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DeepSeek-V4-FlashApproach=CP-SAT Formalizer2026.0598.44
CP-SAT FormalizerSolver=CP-SAT, Averaged=four LLMs2026.0597.5
GPT-5-miniApproach=CP-SAT Formalizer2026.0597.5
Qwen3.6 35B A3BApproach=CP-SAT Formalizer2026.0597.19
Gemini-3-flashApproach=CP-SAT Formalizer2026.0596.88
GPT-5-miniApproach=Planner2026.0596.56
DeepSeek-V4-FlashApproach=Planner2026.0596.56
Gemini-3-flashApproach=PDDL2.1 Formalizer2026.0596.25
Qwen3.6 35B A3BApproach=Planner2026.0595.63
PlannerAveraged=four LLMs2026.0594.4
Gemini-3-flashApproach=Planner2026.0588.75
GPT-5-miniApproach=PDDL2.1 Formalizer2026.0585
DeepSeek-V4-FlashApproach=PDDL2.1 Formalizer2026.0580
PDDL2.1 FormalizerSolver=OPTIC, Averaged=four LLMs2026.0579.3
Qwen3.6 35B A3BApproach=PDDL2.1 Formalizer2026.0555.94