ResearchBenchmarksAgentic Task Efficiency on ALFWorldAgentic Task Efficiency on ALFWorldFollow2.5Rollout Speedup FactorDGG2.15682.24592.3352.4241May 19, 2026Evaluation resultsMethodMethodLinksRollout Speedup FactorRollout Relative ReductionWall-Clock Speedup FactorWall-Clock Relative ReductionDGGModel=Qwen3-4B-InstructModel=Qwen3-4B-Instruct2026.052.5602.1453.4DGGModel=Qwen2.5-7B-InstructModel=Qwen2.5-7B-Instruct2026.052.1753.91.947.5