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Multi-hop QA Retrieval on MuSiQue (PR@5, PR@10, QA Acc.)

25.6PR@5GraphER-GAT
16.96819.20921.4523.691Mar 26, 2026

Evaluation results

MethodLinks
GraphER-GATRetriever=Llama-Embed-Nemotron-8B+BM25 + GraphER-GAT2026.0325.637.445.2
GraphER-GCSRetriever=Llama-Embed-Nemotron-8B+BM25 + GraphER-GCS2026.0325.436.9—
GraphER-GATRetriever=Cohere-Embed-V4+BM25 + GraphER-GAT2026.0324.536.343.5
Llama-Embed-Nemotron-8B+BM25Retriever=Llama-Embed-Nemotron-8B+BM252026.0324.235.544.1
GraphER-GCSRetriever=Cohere-Embed-V4+BM25 + GraphER-GCS2026.032435.5—
Cohere-Embed-V4+BM25Retriever=Cohere-Embed-V4+BM252026.032334.142.2
GraphER-PPRRetriever=Cohere-Embed-V4+BM25 + GraphER-PPR2026.0322.134.6—
GraphER-PPRRetriever=Llama-Embed-Nemotron-8B+BM25 + GraphER-PPR2026.0317.327.7—