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Passage Retrieval on Natural Questions (AR@5)

92.53AR@5

LongRAG

Updated 1mo ago

Evaluation Results

Method	Links
LongRAG 2026.06		92.53
LongRAG 2026.06		91.01
UMGP-RAG 2026.06		87.59
UMGP-RAG 2026.06		87.45
RAG 2026.06		86.01
Summarized RAG 2026.06		86.01
LongLLMLingua 2026.06		86.01
MS-PoE 2026.06		86.01
REPLUG 2026.06		86.01
PINE 2026.06		86.01
RAG 2026.06		85.62
Summarized RAG 2026.06		85.62
LongLLMLingua 2026.06		85.62
MS-PoE 2026.06		85.62
REPLUG 2026.06		85.62
PINE 2026.06		85.62
Hybrid 2026.06		82.41
Hybrid 2026.06		81.14
UMG-RAG 2026.06		80.23
RAG 2026.06		79.94
UMG-RAG 2026.06		79.49
UMGP-RAG 2026.06		77.97
Hybrid 2026.06		70.11
UMG-RAG 2026.06		68.52
RAG 2026.06		44.77
Summarized RAG 2026.06		44.77
LongLLMLingua 2026.06		44.77
MS-PoE 2026.06		44.77
REPLUG 2026.06		44.77
PINE 2026.06		44.77
LongRAG 2026.06		44.41