Explainable Recommendation on Amazon Movies & TV
38.5F-EHRKG-Flat
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| KG-Flat2026.03 | 38.5 | 51.2 | 6.5 | 4.2 | 2.615 | 0.925 | 13.158 | 54.8 | 43.6 | |
| PEPLER2026.03 | 35.5 | 49.5 | 7.2 | 29.3 | 2.712 | 1.053 | 13.952 | 43.2 | 40.5 | |
| LLMXRec2026.03 | 31.5 | 45.5 | 9.5 | 15.5 | 1.855 | 1.152 | 14.854 | 59.1 | 46.8 | |
| LLM2ER2026.03 | 29.5 | 42.5 | 12.5 | 19.8 | 1.765 | 1.193 | 17.176 | 50.5 | 39.6 | |
| MAPLE2026.03 | 25.5 | 38.5 | 8.5 | 16.5 | 2.415 | 0.685 | 11.256 | 34.2 | 30.5 | |
| G-Refer2026.03 | 9.5 | 31.5 | 10.5 | 24.5 | 2.355 | 1.015 | 13.552 | 27.5 | 24.8 | |
| PURE2026.03 | 8.2 | 14.5 | 13.5 | 28.2 | 1.415 | 1.315 | 16.454 | 57.3 | 45.9 |