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Multi-hop Question Answering on MuSiQue (% Cost Saving)

159.2Cost SavingAdaptive-RAG (Extended)
-6.36836.61679.6122.584May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Adaptive-RAG (Extended)Accuracy Goal=95%2026.05159.2
Adaptive-RAG (Extended)Accuracy Goal=90%2026.05159.2
CARROT-RoBERTa (LLM-only)Accuracy Goal=90%2026.0592.3
BRANEAccuracy Goal=100%2026.0589.4
CARROT-KNN (Extended)Accuracy Goal=95%2026.0577
CARROT-RoBERTa (Extended)Accuracy Goal=95%2026.0559.2
CARROT-KNN (Extended)Accuracy Goal=90%2026.0557.5
CARROT-RoBERTa (Extended)Accuracy Goal=90%2026.0544.6
BRANEAccuracy Goal=90%2026.0540.7
BRANEAccuracy Goal=95%2026.0517.3
CARROT-RoBERTa (Extended)Accuracy Goal=100%2026.052.4
Most Accurate Static (Murakkab)Accuracy Goal=100%2026.050
Most Accurate Static (Murakkab)Accuracy Goal=95%2026.050
Most Accurate Static (Murakkab)Accuracy Goal=90%2026.050