ResearchBenchmarksFunction Calling on ToolAce (test)Function Calling on ToolAce (test)Follow84.4Accuracy (Single)Ours71.19274.62178.0581.479Jan 25, 2026Evaluation resultsMethodMethodLinksAccuracy (Single)Accuracy (Parallel)Accuracy (Sequential)Accuracy (None)Accuracy (All)OursFine-tuning dataset=Pr...Fine-tuning dataset=Proposed dataset2026.0184.461.34454.367APIGenFine-tuning dataset=AP...Fine-tuning dataset=APIGen2026.0171.77042.656.363.2