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Function Selection on TinyAgent

94.2Function Selection Accuracy

DTDR-L

Updated 1mo ago

Evaluation Results

Method	Links
DTDR-L 2025.12		94.2
DTDR-L 2025.12		92.5
DTDR-L 2025.12		89
Raw Demonstrations 2025.12		86.8
Dependency Retrieval 2025.12		85.9
DTDR-C 2025.12		85.9
DTDR-C 2025.12		84.8
No ICL 2025.12		84.7
DTDR-L 2025.12		80.7
DTDR-C 2025.12		80.4
Dependency Retrieval 2025.12		79.5
DTDR-L 2025.12		78.4
No ICL 2025.12		78
Raw Demonstrations 2025.12		77.9
Dependency Retrieval 2025.12		76.7
No ICL 2025.12		71.3
DTDR-C 2025.12		68.1
Raw Demonstrations 2025.12		67.8
Dynamic LR (DTDR-L) 2025.12		65.1
DTDR-C 2025.12		64.1
Dependency Retrieval 2025.12		62.7
Raw Demonstrations 2025.12		60.2
No ICL 2025.12		59.6
DTDR-L 2025.12		58.7
Learned Retrieval 2025.12		53.2
Learned Retrieval 2025.12		52.2
Dependency Retrieval 2025.12		51.6
Learned Retrieval 2025.12		51.1
Learned Retrieval 2025.12		50.5
No ICL 2025.12		48.1
Raw Demonstrations 2025.12		46.3
DTDR-L 2025.12		46.1
Learned Retrieval 2025.12		43.7
DTDR-C 2025.12		43.4
Dynamic DR (DTDR-C) 2025.12		43.3
No ICL 2025.12		39.5
Learned Retrieval 2025.12		37.9
DTDR-C 2025.12		35.3
Dependency Retrieval 2025.12		32.2
DR (Liu et al. 2024a) 2025.12		30.7
LR (Erdogan et al. 2024) 2025.12		25.6
QTS (Paramanayakam et al. 2025) 2025.12		23.7
No ICL 2025.12		23.2
BM-25 2025.12		23.1
Dependency Retrieval 2025.12		22
QTS (Gao et al. 2025) 2025.12		21.5
Learned Retrieval 2025.12		19.8
Raw Demonstrations 2025.12		17.2
QTS (Vanilla) 2025.12		15.8
Random Guess 2025.12		5.9