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Function Calling on BFCL Parallel-Multiple (AUROC)

76AUROCG-NLL
54.1659.8365.571.17Apr 24, 2026

Evaluation results

MethodLinks
G-NLLSampling Strategy=Single-sample, Model Aggregation=Mean over 8 LLMs2026.0476
AVGSampling Strategy=Single-sample, Model Aggregation=Mean over 8 LLMs2026.0474
SEEXMSampling Strategy=Multi-sample, Model Aggregation=Mean over 8 LLMs2026.0473
DSEEXMSampling Strategy=Multi-sample, Model Aggregation=Mean over 8 LLMs2026.0473
MAXSampling Strategy=Single-sample, Model Aggregation=Mean over 8 LLMs2026.0472
PESampling Strategy=Multi-sample, Model Aggregation=Mean over 8 LLMs2026.0472
PtrueSampling Strategy=Other, Model Aggregation=Mean over 8 LLMs2026.0467
LENSampling Strategy=Other, Model Aggregation=Mean over 8 LLMs2026.0455