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Query Generation Evaluation on 100 products shopper-agent interaction dataset

2.69RealismHuman
1.46281.78142.12.4186May 15, 2026

Evaluation results

MethodLinks
Humanevaluation_protocol=Human evaluation, scale=3-point Likert scale2026.052.692.71
PQRevaluation_protocol=Human evaluation, scale=3-point Likert scale2026.052.52.68
GEPAevaluation_protocol=Human evaluation, scale=3-point Likert scale2026.052.242.21
ACEevaluation_protocol=Human evaluation, scale=3-point Likert scale2026.051.662.48
TAPevaluation_protocol=Human evaluation, scale=3-point Likert scale2026.051.552.68
PAIRevaluation_protocol=Human evaluation, scale=3-point Likert scale2026.051.512.55