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ResearchFormerly WizWand

Tool Usage on BFCL Parallel v2

87.5AccuracyQwen3-4B-Thinking
35.54962.576Oct 1, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Qwen3-4B-ThinkingBase Model=Qwen3-4B-Thinking, Stopping Strategy=Base2025.1087.5—
THINKBRAKEBase Model=Qwen3-4B-Thinking, Stopping Strategy=THINKBRAKE2025.1087.5-32.3
NoWaitBase Model=Qwen3-4B-Thinking, Stopping Strategy=NoWait2025.1081.3-50.7
Qwen3-4BBase Model=Qwen3-4B, Stopping Strategy=Base2025.1081.2—
Phi-4-ReasoningBase Model=Phi-4-Reasoning, Stopping Strategy=Base2025.1081.2—
NoWaitBase Model=Phi-4-Reasoning, Stopping Strategy=NoWait2025.1081.2-6.4
NoWaitBase Model=Qwen3-4B, Stopping Strategy=NoWait2025.1075-5.1
THINKBRAKEBase Model=Phi-4-Reasoning, Stopping Strategy=THINKBRAKE2025.10754.6
Qwen3-32BBase Model=Qwen3-32B, Stopping Strategy=Base2025.1068.8—
NoWaitBase Model=Qwen3-32B, Stopping Strategy=NoWait2025.1068.8-3.9
THINKBRAKEBase Model=Qwen3-32B, Stopping Strategy=THINKBRAKE2025.1068.8-4.6
THINKBRAKE-pBase Model=Qwen3-4B-Thinking, Stopping Strategy=THINKBRAKE-p2025.1062.5-28.5
THINKBRAKEBase Model=Qwen3-4B, Stopping Strategy=THINKBRAKE2025.1062.5-21.1
Qwen3-14BBase Model=Qwen3-14B, Stopping Strategy=Base2025.1062.5—
NoWaitBase Model=Qwen3-14B, Stopping Strategy=NoWait2025.1062.5-30.1
THINKBRAKEBase Model=Qwen3-14B, Stopping Strategy=THINKBRAKE2025.1062.5-25.4
NoWaitBase Model=DeepSeek-R1-7B, Stopping Strategy=NoWait2025.1050-8.9
DeepSeek-R1-7BBase Model=DeepSeek-R1-7B, Stopping Strategy=Base2025.1043.8—
THINKBRAKEBase Model=DeepSeek-R1-7B, Stopping Strategy=THINKBRAKE2025.1043.8-19.9
ThinkLessBase Model=Qwen3-4B-Thinking, Stopping Strategy=ThinkLess2025.1037.5-100