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Function Calling on BFCL Simple (Live)

80.1AccuracyQwen3-8B
20.09235.67151.2566.829Jul 8, 2026

Evaluation results

MethodLinks
Qwen3-8BModel Type=Autoregressive LLM, Format=Python2026.0780.1
Llama-3.1-8BModel Type=Autoregressive LLM, Format=Python2026.0770.8
Dream + Log-depth samplingModel Type=Diffusion LLM (dLLM), Decoding Method=Log-depth sampling, Format=Python2026.0769.7
LLaDA + Log-depth samplingModel Type=Diffusion LLM (dLLM), Decoding Method=Log-depth sampling, Format=Python2026.0764
LLaDAModel Type=Diffusion LLM (dLLM), Decoding Method=Unconstrained, Format=Python2026.0750.3
DreamModel Type=Diffusion LLM (dLLM), Decoding Method=Unconstrained, Format=Python2026.0722.4