Neighborhood Information Retrieval and Recommendation on Real-world neighborhood deployment
3.9AQ ScoreAskNearby
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AskNearbyDeployment Context=Real-world, Framework=3-layer RAG with Cognitive Map2025.12 | 3.9 | 4.2 | 4.6 | 4.5 | |
| Baidu mapsDeployment Context=Real-world, Platform Type=Local Service Platform2025.12 | 3.8 | 3.9 | 3.7 | 3.8 | |
| DeepSeek-R1Deployment Context=Real-world, Model Type=LLM2025.12 | 3.7 | 4 | 4 | 4.3 | |
| Qwen-3-turboDeployment Context=Real-world, Model Type=LLM2025.12 | 3.6 | 3.7 | 3.2 | 3.3 | |
| GPT-4oDeployment Context=Real-world, Model Type=LLM2025.12 | 3.5 | 3.8 | 3.9 | 3.1 | |
| Gaode mapsDeployment Context=Real-world, Platform Type=Local Service Platform2025.12 | 3.1 | 3.2 | 2.8 | 3.2 | |
| RedNoteDeployment Context=Real-world, Platform Type=Local Service Platform2025.12 | 2.2 | 3.1 | 2.7 | 2.5 |