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Function Calling on BFCL (Accuracy)

77.9AccuracyLlama 3.1 Instruct
35.7846.71557.6568.585Apr 23, 2025Jun 16, 2025Aug 10, 2025Oct 4, 2025Nov 27, 2025Jan 21, 2026Mar 17, 2026

Evaluation results

MethodLinks
Llama 3.1 InstructModel Scale=70B2025.0477.9
ParamΔModel Scale=70B2025.0477.7
Llama 3 InstructModel Scale=70B2025.0476.8
Qwen3-14BGroup=Larger, Configuration=Optimal serving and decoding2026.0374.3
Qwen3-30B-A3BGroup=Larger, Configuration=Optimal serving and decoding2026.0374.1
Llama 3.1 InstructModel Scale=8B2025.0467.9
ParamΔModel Scale=8B2025.0460.9
Llama 3 InstructModel Scale=8B2025.0460.1
Gpt-oss-20b-highGroup=Larger, Configuration=Optimal serving and decoding2026.0358.9
gemma-3-12b-itGroup=Larger, Configuration=Optimal serving and decoding2026.0352.2
EngGPT2-16B-A3BGroup=Comparable, Configuration=Optimal serving and decoding2026.0348.5
gemma-2-9b-itGroup=Comparable, Configuration=Optimal serving and decoding2026.0344.4
Moonlight-16B-A3B-InstructGroup=Comparable, Configuration=Optimal serving and decoding2026.0342.2
Llama-3.1-8B-InstructGroup=Comparable, Configuration=Optimal serving and decoding2026.0337.4