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BFCL Model comparison
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| Model | Overall-Acc | Single-Turn(Non-live) | Hall-Irrelevance | Latency(sec) | Est-Memory-8bit(GB) | |
|---|---|---|---|---|---|---|
| Claude-Sonnet-4-5-20250929 (FC) | 68.68 | 88.56 | 86.32 | 4.1 | N/A (cloud) | |
| Qwen3-0.6B (FC) | 22.59 | 68.56 | 81.79 | 7.02 | ~0.6 | |
| Phi-4-mini-instruct (FC) | 21.7 | 73.21 | 80.68 | 6.76 | ~3.8 | |
| Hammer2.1-0.5b (FC) | 21.11 | 68.62 | 74.27 | 0.91 | ~0.5 | |
| Llama-3.2-1B-Instruct (FC) | 10.85 | 37.9 | 53.03 | 1.18 | ~1.0 | |
| Gemma-3-1b-it (Prompt) | 6.82 | 2.23 | 58.28 | 15.13 | ~1.0 |
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