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Retrieval on HotPotQA (AR@5)

79.71AR@5

RAG

Updated 1mo ago

Evaluation Results

Method	Links
RAG 2026.06		79.71
Summarized RAG 2026.06		79.71
LongLLMLingua 2026.06		79.71
MS-PoE 2026.06		79.71
REPLUG 2026.06		79.71
PINE 2026.06		79.71
RAG 2026.06		79.71
Summarized RAG 2026.06		79.71
LongLLMLingua 2026.06		79.71
MS-PoE 2026.06		79.71
REPLUG 2026.06		79.71
PINE 2026.06		79.71
RAG 2026.06		78.11
Summarized RAG 2026.06		78.11
LongLLMLingua 2026.06		78.11
MS-PoE 2026.06		78.11
REPLUG 2026.06		78.11
PINE 2026.06		78.11
RAG 2026.06		78.11
Summarized RAG 2026.06		78.11
LongLLMLingua 2026.06		78.11
MS-PoE 2026.06		78.11
REPLUG 2026.06		78.11
PINE 2026.06		78.11
LongRAG 2026.06		74.57
LongRAG 2026.06		74.57
LongRAG 2026.06		72.8
LongRAG 2026.06		72.8
UMGP-RAG 2026.06		70.02
UMGP-RAG 2026.06		70.02
UMGP-RAG 2026.06		67.61
UMGP-RAG 2026.06		67.61
Hybrid 2026.06		64.71
Hybrid 2026.06		64.71
UMG-RAG 2026.06		62.73
UMG-RAG 2026.06		62.73
Hybrid 2026.06		60.91
Hybrid 2026.06		60.91
RAG 2026.06		60.43
RAG 2026.06		60.43
UMG-RAG 2026.06		58.45
UMG-RAG 2026.06		58.45
UMGP-RAG 2026.06		58.3
UMGP-RAG 2026.06		58.3
Hybrid 2026.06		52.07
Hybrid 2026.06		52.07
UMG-RAG 2026.06		51.34
UMG-RAG 2026.06		51.34
RAG 2026.06		36.38
Summarized RAG 2026.06		36.38
LongLLMLingua 2026.06		36.38
MS-PoE 2026.06		36.38
REPLUG 2026.06		36.38
PINE 2026.06		36.38
RAG 2026.06		36.38
Summarized RAG 2026.06		36.38
LongLLMLingua 2026.06		36.38
MS-PoE 2026.06		36.38
REPLUG 2026.06		36.38
PINE 2026.06		36.38
LongRAG 2026.06		32.3
LongRAG 2026.06		32.3