Recommendation on MovieLens 32M Small Scale (90-10 random holdout)
9.03Preparation TimeWarpRec
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| WarpRecModel=NeuMF, C=6, Execution Mode=Parallel2026.02 | 9.03 | 5,821 | 457 | 134 | 134 | 0.1456 | |
| WarpRecModel=LightGCN, C=6, Execution Mode=Parallel2026.02 | 9.14 | 716 | 38.94 | 107 | 107 | 0.2061 | |
| WarpRecModel=EASE, C=1, Execution Mode=Serial2026.02 | 9.343 | 292 | 3,214 | 67 | 67 | 0.3399 | |
| WarpRecModel=NeuMF, C=1, Execution Mode=Serial2026.02 | 9.7 | 130 | 455 | 147 | 147 | 0.1456 | |
| WarpRecModel=LightGCN, C=1, Execution Mode=Serial2026.02 | 10.34 | 347 | 39.54 | 2,246 | 2,246 | 0.2061 | |
| CornacModel=NeuMF, C=12026.02 | 29 | 2,713 | 2,159 | 455 | 457 | 0.1264 | |
| CornacModel=EASE, C=12026.02 | 158 | 2,646 | — | — | — | — | |
| RecBoleModel=LightGCN, C=12026.02 | 311 | 2,953 | 151 | 310 | 329 | 0.0237 | |
| RecBoleModel=EASE, C=12026.02 | 319 | 510 | 1,728 | 651 | 710 | 0.3609 |