Explainable Recommendation on Yelp (F-EHR, HR@5, NDCG@5)
55.1F-EHRKG-Flat
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| KG-Flat2026.03 | 55.1 | 68.2 | 7.4 | 6.1 | 1.954 | 1.215 | 15.555 | 47.5 | 41.2 | |
| PEPLER2026.03 | 52.6 | 46.7 | 8.2 | 32.2 | 1.685 | 0.732 | 12.551 | 56.5 | 44.2 | |
| LLMXRec2026.03 | 48.9 | 51.2 | 11.1 | 24.3 | 1.658 | 1.481 | 17.153 | 68.8 | 48.2 | |
| LLM2ER2026.03 | 46.3 | 59.1 | 12.7 | 28.5 | 1.585 | 1.523 | 16.827 | 62.8 | 40.8 | |
| MAPLE2026.03 | 32.4 | 35.9 | 9.1 | 18.4 | 2.258 | 0.585 | 12.157 | 49.5 | 36.2 | |
| G-Refer2026.03 | 18.6 | 55.2 | 14.7 | 35.5 | 2.154 | 1.357 | 16.252 | 59.2 | 37.5 | |
| PURE2026.03 | 7.3 | 12.1 | 15.5 | 36.7 | 1.355 | 1.453 | 18.554 | 66.9 | 47.4 |