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Question Answering on HotpotQA 1,000 questions sample (val)
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66.3
Containment Accuracy
FlowRAG
41.236
47.743
54.25
60.757
Jun 16, 2026
Containment Accuracy
GPT Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Containment Accuracy
GPT Accuracy
FlowRAG
LLM=GPT-4o-mini, k=5,...
2026.06
66.3
68.6
LinearRAG
LLM=GPT-4o-mini, k=5,...
2026.06
65.5
66.8
HippoRAG2
LLM=GPT-4o-mini, k=5,...
2026.06
62.9
64.3
GFM-RAG
LLM=GPT-4o-mini, k=5,...
2026.06
62.7
65.6
KGP
LLM=GPT-4o-mini, k=5,...
2026.06
61.5
60.9
E2GraphRAG
LLM=GPT-4o-mini, k=5,...
2026.06
61
63.9
LightRAG
LLM=GPT-4o-mini, k=5,...
2026.06
60.3
59.5
HippoRAG
LLM=GPT-4o-mini, k=5,...
2026.06
57
59.3
RAPTOR
LLM=GPT-4o-mini, k=5,...
2026.06
55.9
58.3
Vanilla RAG
LLM=GPT-4o-mini, k=5,...
2026.06
55.7
58.6
G-retriever
LLM=GPT-4o-mini, k=5,...
2026.06
42.2
40.6
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