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Benchmarks
Agentic Tool Use on Multi-step Tool-Calling Tasks (Model Aggregate Test)
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99
Success Rate
Gold CMTF
60.52
70.51
80.5
90.49
Jun 5, 2026
Success Rate
Wrong Tool Calls per Task
Premature Actions
Visible Tools per Step
Average Tokens per Task
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate
Wrong Tool Calls per Task
Premature Actions
Visible Tools per Step
Average Tokens per Task
Gold CMTF
Tool Filtering Strateg...
2026.06
99
0.01
0
1
2,532
Learned CMTF
Tool Filtering Strateg...
2026.06
98
0.02
0
1
2,528
All tools
Tool Filtering Strateg...
2026.06
77.5
1.461
2.7
100
26,172
Keyword top-5
Tool Filtering Strateg...
2026.06
62
2.265
3.2
5
4,482
State-aware
Tool Filtering Strateg...
2026.06
62
2.196
0
5.733
4,648
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