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Retrieval on Building Management SOP Benchmark
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73
MRR
SOPRAG
22.04
35.27
48.5
61.73
Feb 2, 2026
MRR
Accuracy@1
Accuracy@3
Accuracy@5
Updated 4d ago
Evaluation Results
Method
Method
Links
MRR
Accuracy@1
Accuracy@3
Accuracy@5
SOPRAG
Backbone=GPT-4o
2026.02
73
63
85
91
OpenAI Embed
model=text-embedding-3...
2026.02
68
63
82
86
BM25
2026.02
67
58
73
82
HippoRAG 2
Backbone=GPT-4o
2026.02
64
56
70
79
LightRAG
Backbone=GPT-4o
2026.02
31
15
41
63
GraphRAG
Backbone=GPT-4o
2026.02
24
10
28
57
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