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Retrieval on 2Wiki

96.13Recall@5

Ψ-RAG A

Updated 1mo ago

Evaluation Results

Method	Links
Ψ-RAG A 2026.05		96.13	81.35
Ψ-RAG ø 2026.05		95.85	81.23
HippoRAG 2 2026.05		89.92	75.4
Quest-GNN 2025.10		89.47	74.02
HippoRAG2 2025.10		88.91	73.31
CatRAG 2026.02		87	-
Self-Correcting RAG 2026.04		86.9	-
HippoRAG 2 2026.02		85.9	-
DRAG 2026.04		84.4	-
RAPTOR 2025.10		82.67	66.45
CRAG 2026.04		82.5	-
ToG2 2025.10		81.22	64.86
HippoRAG 2 + Q3R 2026.05		80.73	70
RECOMP 2026.04		80.5	-
GFM-RAG 2025.10		79.2	62.92
Self-RAG 2026.04		79.1	-
KiRAG 2025.10		79.01	58.67
NV-Embed-v2 2025.10		78.66	67.16
G-retriever 2025.10		78.05	62.38
GTE-Qwen2-7B 2025.10		77.78	66.73
Filco 2026.04		76	-
Auto-RAG 2025.10		74.94	55.63
RAG + MMR 2026.04		74.8	-
BM25 + DPR + Q3R 2026.05		74.52	68.95
DPR + IRCoT + Q3R 2026.05		74.08	69.2
LongLLMLingua 2026.04		73.5	-
Self-RAG 2025.10		72.45	52.92
DPR 2026.05		71.03	32.3
text-embedding-3-small 2026.02		70.8	-
IRCoT 2026.04		70.2	-
RAPTOR 2026.02		69.8	-
GNN-RAG 2025.10		69.14	58.67
GTR (T5-base) 2026.02		67.9	-
RRR 2026.04		67.9	-
HyDE 2026.04		67.5	-
BM25 2025.10		65.31	55.32
Naive 2026.04		65.3	-
BM25 2026.05		64.98	54.7
Contriever+IRCoT 2025.10		57.53	46.6
Contriever 2026.02		57.5	-
BM25 2026.02		52.1	-
RAPTOR + Q3R 2026.05		44.57	40.93