Explainable Recommendation on Amazon Books
0.445F-EHRKG-Flat
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| KG-Flat2026.03 | 0.445 | 0.581 | 0.092 | 0.051 | 2.735 | 0.851 | 12.452 | 0.535 | 0.402 | |
| PEPLER2026.03 | 0.411 | 0.555 | 0.113 | 0.275 | 2.106 | 1.095 | 14.855 | 0.405 | 0.285 | |
| LLMXRec2026.03 | 0.386 | 0.514 | 0.125 | 0.184 | 1.925 | 1.153 | 15.211 | 0.574 | 0.421 | |
| LLM2ER2026.03 | 0.352 | 0.498 | 0.138 | 0.245 | 1.552 | 1.172 | 16.689 | 0.482 | 0.348 | |
| MAPLE2026.03 | 0.295 | 0.421 | 0.105 | 0.195 | 2.528 | 0.612 | 10.546 | 0.332 | 0.225 | |
| G-Refer2026.03 | 0.112 | 0.455 | 0.155 | 0.352 | 2.415 | 0.985 | 13.926 | 0.441 | 0.308 | |
| PURE2026.03 | 0.098 | 0.168 | 0.168 | 0.328 | 1.265 | 1.254 | 17.244 | 0.552 | 0.379 |