Recommendation Ranking on KuaiRand Pure (test)
0.436HR@5IRL-MLP + GraphRAG
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IRL-MLP + GraphRAG2026.04 | 0.436 | 0.294 | 0.613 | 0.351 | 0.289 | 0.166 | |
| IRL-MLP2026.04 | 0.416 | 0.28 | 0.589 | 0.336 | 0.279 | 0.116 | |
| SupervisedModel=LogReg2026.04 | 0.373 | 0.245 | 0.548 | 0.301 | 0.246 | — | |
| IRL-Linear2026.04 | 0.369 | 0.245 | 0.538 | 0.3 | 0.248 | 0.003 | |
| Popularity2026.04 | 0.324 | 0.214 | 0.483 | 0.265 | 0.221 | — | |
| Random2026.04 | 0.058 | 0.035 | 0.105 | 0.05 | 0.056 | — |