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Single-Hop Question Answering on MS MARCO V2

40.8Answer F1 ScoreSHINE
15.00821.70428.435.096Feb 6, 2026

Evaluation results

MethodLinks
SHINETraining Data Scale=1/2, Training Data Source=MQA2026.0240.8
SHINETraining Data Scale=Full, Training Data Source=MQA + 1QA2026.0240.1
SHINETraining Data Scale=1/2, Training Data Source=1QA2026.0239.9
IN-CONTEXT2026.0231.3
GEN ADAPTER2026.0227.9
NAIVE2026.0216