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Multi-step tool-calling on ACEBench
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0.85
End-to-End Success Rate
GPT-5
0.122
0.311
0.5
0.689
Jun 12, 2026
End-to-End Success Rate
Process Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
End-to-End Success Rate
Process Accuracy
GPT-5
Generation type=N/A
2026.06
0.85
94.3
Qwen3-4B-Think + Full (1000)
Generation type=connec...
2026.06
0.8
92
Qwen3-4B-Thinking
Generation type=N/A
2026.06
0.7
88.8
Qwen3-4B-Think + LoRA (3689)
Generation type=offlin...
2026.06
0.65
83.6
Qwen3-4B-Think + Full (3689)
Generation type=offlin...
2026.06
0.65
76.3
Qwen3-4B-Instruct
Generation type=N/A
2026.06
0.15
25.1
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