Retrieval on Building Management SOP Benchmark
73MRRSOPRAG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SOPRAGBackbone=GPT-4o2026.02 | 73 | 63 | 85 | 91 | |
| OpenAI Embedmodel=text-embedding-3-small2026.02 | 68 | 63 | 82 | 86 | |
| BM252026.02 | 67 | 58 | 73 | 82 | |
| HippoRAG 2Backbone=GPT-4o2026.02 | 64 | 56 | 70 | 79 | |
| LightRAGBackbone=GPT-4o2026.02 | 31 | 15 | 41 | 63 | |
| GraphRAGBackbone=GPT-4o2026.02 | 24 | 10 | 28 | 57 |