Single-turn Tool Calling on BFCL Live benchmark leaderboard · SOTA2 Research

Single-turn Tool Calling on BFCL Live

86.8Success Rate (Simple)Tool-N1

Evaluation Results

Method	Links
Tool-N12026.04		86.8	77.2	75	70.8	78.9
ToolRL2026.04		86.4	80.4	81.3	58.3	81.2
TRUSTEE2026.04		86.4	81.1	81.3	83.3	82.2
EnvScaler2026.04		84.9	80.5	81.3	70.8	81.2
AWM2026.04		84.5	79.6	81.3	75	80.5
QWEN3-8B2026.04		83	79.8	75	79.2	80.3
Simia2026.04		60.9	44.4	0	0	46.2