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Papers Benchmarks Datasets Tasks

Preference-driven Tool Calling research benchmarks · SOTA2 Research

Preference-driven Tool Calling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MPT Context-Guided Average

67.18OA-F1

19

Apr 21, 2026

MPT Context-Guided, Preference Transfer

26.19P-EM

19

Apr 21, 2026

MPT Context-Guided, Preference Induction

37.95P-EM

19

Apr 21, 2026

MPT Context-Guided, Preference Recall

64.88P-EM

19

Apr 21, 2026

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