Multi-agent recommendation on trail-benchmark
100Top-1 AccuracyASRL
Evaluation Results
| Method | Links | |
|---|---|---|
| ASRLRetrieval=LLM-graph retriever, Reranking=LLM-graph retriever2026.01 | 100 | |
| LLM DirectRetrieval=LLM-graph retriever, Reranking=None2026.01 | 98.92 | |
| Cos-sim DirectRetrieval=Cosine-similarity, Reranking=None2026.01 | 96.5 | |
| Cos-sim + RankRetrieval=Cosine-similarity, Reranking=Learning to rank2026.01 | 96.45 |