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Tool-use Parameter Quality Assessment on ToolBench
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76.1
TAFC Win Rate
TAFC
61.852
65.551
69.25
72.949
Jan 26, 2026
TAFC Win Rate
Standard Win Rate
Tie Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
TAFC Win Rate
Standard Win Rate
Tie Rate
TAFC
Model=Llama-3.1-8B
2026.01
76.1
12.8
11.1
TAFC
Model=Qwen2.5-7B
2026.01
74.6
14.2
11.2
TAFC
Model=Qwen2.5-32B
2026.01
71.3
16.4
12.3
TAFC
Model=Llama-3.1-70B
2026.01
69.7
18.3
12
TAFC
Model=Average
2026.01
69.6
18.2
12.2
TAFC
Model=Qwen2.5-72B
2026.01
68.2
19.1
12.7
TAFC
Model=Claude-3.5-Sonnet
2026.01
64.8
22.7
12.5
TAFC
Model=GPT-4o
2026.01
62.4
24.2
13.4
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