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Multi-Hop QA on HotPotQA

65.6Exact Match

CoopRAG (GPT-4o-mini)

Updated 4d ago

Evaluation Results

Method	Links
CoopRAG (GPT-4o-mini) 2025.12		65.6	78.9
CoopRAG (Gemma2-27B) 2025.12		64.9	79.5
CoopRAG (Llama3.3-70B) 2025.12		64.7	79
CoopRAG (Gemma2-9B) 2025.12		64.4	78.1
NV-Embed-v2 (7B) 2025.12		62.8	75.3
HippoRAG2 2025.12		62.7	75.5
HopRAG 2025.12		62	76.1
SiReRAG 2025.12		61.7	76.5
GritLM-7B 2025.12		60.7	73.3
HELP 2026.02		60.4	73.9
ToPG-Local 2026.01		59.3	72.7
GTE-Qwen2-7B-Instruct 2025.12		58.6	71
HippoRAG2 2026.02		58.4	72.9
RAPTOR 2025.12		56.8	69.5
HippoRAG2 2025.12		56.3	71.1
ToPG-Local 2026.01		55.3	67.8
GraphRAG 2025.12		55.2	68.6
HippoRAG 2 2026.01		55.1	66.9
HyperGraphRAG 2026.02		54.3	70.2
Vanilla-RAG 2026.01		52.7	65.5
HippoRAG 2025.12		52.6	63.5
BM25 2025.12		52	63.4
GraphRAG 2025.12		51.4	67.6
Contriever 2025.12		51.3	62.3
GTR (T5-base) 2025.12		50.6	62.8
RAPTOR 2025.12		50.6	64.7
ToPG-Naive 2026.01		49.2	61
LightRAG 2026.01		48	59.9
GraphRAG 2026.01		47.3	60.2
HippoRAG 2025.12		46.3	60
LinearRAG 2026.02		39.6	52.4
LightRAG 2025.12		9.9	20.2
LightRAG 2025.12		2	2.4