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Function Calling on BFCL Multiple + Parallel-Multiple (AUROC)

77AUROCG-NLL
63.4866.9970.574.01Apr 24, 2026

Evaluation results

MethodLinks
G-NLLSampling Strategy=Single-sample, Model Aggregation=Mean over 8 LLMs2026.0477
SEEXMSampling Strategy=Multi-sample, Model Aggregation=Mean over 8 LLMs2026.0474
MAXSampling Strategy=Single-sample, Model Aggregation=Mean over 8 LLMs2026.0473
DSEEXMSampling Strategy=Multi-sample, Model Aggregation=Mean over 8 LLMs2026.0473
AVGSampling Strategy=Single-sample, Model Aggregation=Mean over 8 LLMs2026.0471
PtrueSampling Strategy=Other, Model Aggregation=Mean over 8 LLMs2026.0469
PESampling Strategy=Multi-sample, Model Aggregation=Mean over 8 LLMs2026.0468
LENSampling Strategy=Other, Model Aggregation=Mean over 8 LLMs2026.0464