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Single-Hop Question Answering on MS MARCO V1

40.7F1 Score (Answer)SHINE
18.75624.45330.1535.847Feb 6, 2026

Evaluation results

MethodLinks
SHINETraining Data Scale=Full, Training Data Source=MQA + 1QA2026.0240.7
SHINETraining Data Scale=1/2, Training Data Source=1QA2026.0240.2
SHINETraining Data Scale=1/2, Training Data Source=MQA2026.0239.1
GEN ADAPTER2026.0235
IN-CONTEXT2026.0234.2
NAIVE2026.0219.6