Recommendation on NetflixPrize-100M Medium Scale (90-10 random holdout)
21.87Preparation TimeWarpRec
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| WarpRecModel=NeuMF, C=6, Execution Mode=Parallel2026.02 | 21.87 | 1,934 | 229 | 280 | 2,822 | 0.1323 | |
| WarpRecModel=LightGCN, C=6, Execution Mode=Parallel2026.02 | 26.38 | 1,435 | 40.81 | 224 | 225 | 0.1779 | |
| WarpRecModel=NeuMF, C=1, Execution Mode=Serial2026.02 | 29.95 | 913 | 230 | 110 | 110 | 0.1323 | |
| WarpRecModel=EASE, C=1, Execution Mode=Serial2026.02 | 30.25 | 39 | 2,113 | 226 | 226 | 0.3035 | |
| DaisyRecModel=EASE, C=12026.02 | 135 | 117 | — | — | — | — | |
| DaisyRecModel=NeuMF, C=12026.02 | 136 | 239 | — | — | — | — | |
| ElliotModel=EASE, C=12026.02 | 239 | 254 | 517 | — | — | — | |
| CornacModel=NeuMF, C=12026.02 | 733 | 1,955 | 1,624 | 338 | 345 | 0.1267 | |
| CornacModel=LightGCN, C=12026.02 | 746 | 104 | 1,226 | — | — | — | |
| CornacModel=EASE, C=12026.02 | 758 | 235 | 2,945 | 314 | 322 | 0.3143 | |
| RecBoleModel=NeuMF, C=12026.02 | 1,113 | 123 | 3,657 | 1,159 | 136 | 0.108 | |
| RecBoleModel=EASE, C=12026.02 | 1,117 | 2,629 | 2,021 | 441 | 549 | 0.3283 | |
| RecBoleModel=LightGCN, C=12026.02 | 1,133 | 127 | 419 | 97 | 1,017 | 0.0247 |