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Benchmarks
Tool Retrieval and Function Selection on TinyAgent
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0.651
Function Selection Accuracy
Dynamic LR (DTDR-L)
0.03532
0.19516
0.355
0.51484
Dec 18, 2025
Function Selection Accuracy
MRR
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Function Selection Accuracy
MRR
F1 Score
Dynamic LR (DTDR-L)
LLM=Qwen 3 0.6B, ICL M...
2025.12
0.651
0.93
0.55
Dynamic DR (DTDR-C)
LLM=Qwen 3 0.6B, ICL M...
2025.12
0.433
0.78
0.56
DR
LLM=Qwen 3 0.6B, ICL M...
2025.12
0.307
0.7
0.49
LR
LLM=Qwen 3 0.6B, ICL M...
2025.12
0.256
0.53
0.39
QTS (Paramanayakam et al. 2025)
LLM=Qwen 3 0.6B, ICL M...
2025.12
0.237
0.36
0.19
BM-25
LLM=Qwen 3 0.6B, ICL M...
2025.12
0.231
0.35
0.2
QTS (Gao et al. 2025)
LLM=Qwen 3 0.6B, ICL M...
2025.12
0.215
0.18
0.09
QTS (Vanilla)
LLM=Qwen 3 0.6B, ICL M...
2025.12
0.158
0.26
0.14
Random Guess
LLM=Qwen 3 0.6B, ICL M...
2025.12
0.059
0.26
0.12
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