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Function Calling on BFCL Multiple (AUROC)

0.76AUROCG-NLL
0.57280.62140.670.7186Apr 24, 2026

Evaluation results

MethodLinks
G-NLLSampling Strategy=Single-sample, Model Aggregation=Mean over 8 LLMs2026.040.76
AVGSampling Strategy=Single-sample, Model Aggregation=Mean over 8 LLMs2026.040.74
SEEXMSampling Strategy=Multi-sample, Model Aggregation=Mean over 8 LLMs2026.040.73
DSEEXMSampling Strategy=Multi-sample, Model Aggregation=Mean over 8 LLMs2026.040.73
MAXSampling Strategy=Single-sample, Model Aggregation=Mean over 8 LLMs2026.040.71
PESampling Strategy=Multi-sample, Model Aggregation=Mean over 8 LLMs2026.040.71
PtrueSampling Strategy=Other, Model Aggregation=Mean over 8 LLMs2026.040.67
LENSampling Strategy=Other, Model Aggregation=Mean over 8 LLMs2026.040.58