Collaborative Filtering on Gowalla (HR/NDCG@10, @100, PSP)
14.4HR@10SVD-AE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SVD-AE2024.05 | 14.4 | 37.34 | 13.94 | 21.15 | 2.48 | |
| GF-CF2024.05 | 14.08 | 38.84 | 13.5 | 21.25 | 2.47 | |
| LightGCN2024.05 | 14 | 37.4 | 13.77 | 21.04 | 2.26 | |
| EASE2024.05 | 13.67 | 35.74 | 13.15 | 20.08 | 2.31 | |
| MF-BPR2024.05 | 12.08 | 32.84 | 12.09 | 18.44 | 1.92 | |
| MultVAE2024.05 | 11.88 | 33.56 | 11.3 | 18.11 | 2.09 | |
| ∞-AE2024.05 | 11.77 | 34.2 | 10.84 | 17.97 | 2.02 | |
| NGCF2024.05 | 11.7 | 32.22 | 11.7 | 17.95 | 1.76 | |
| NeuMF2024.05 | 8.87 | 27.25 | 8.27 | 13.96 | 1.37 |