ResearchBenchmarksTask-goal completion on AppWorld normal (test)Task-goal completion on AppWorld normal (test)Follow75Average Task Completion ScoreLOOP71.8872.6973.574.31Mar 12, 2026Evaluation resultsMethodMethodLinksAverage Task Completion ScoreBest Task Completion Score (Best TN)LOOPAlgorithm=LOOP, Backbo...Algorithm=LOOP, Backbone=Qwen-2.5-32B2026.037578DAPOAlgorithm=DAPO, Backbo...Algorithm=DAPO, Backbone=Qwen-2.5-32B2026.037477ADAPOAlgorithm=ADAPO, Backb...Algorithm=ADAPO, Backbone=Qwen-2.5-32B2026.037378RLOOAlgorithm=RLOO, Backbo...Algorithm=RLOO, Backbone=Qwen-2.5-32B2026.037278