Training and Inference Time on Yelp 2018 (Collaborative Filtering)
195Training Time (s)SaFeAU
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SaFeAUModel Category=MF-based2026.05 | 195 | — | 2.32 | 84 | |
| LightGODEModel Category=MF-based2026.05 | 195.6 | — | 1.73 | 113 | |
| LightCCFModel Category=MF-based2026.05 | 205.2 | — | 1.88 | 109 | |
| FlowCF2026.05 | 1,791.3 | 44.9 | — | — | |
| FourierKAN-GCFModel Category=GCN-based2026.05 | 2,492.4 | — | 50.86 | 49 | |
| SimGCFModel Category=GCN-based2026.05 | 2,695.8 | — | 64.18 | 42 | |
| LightGCNModel Category=GCN-based2026.05 | 2,922 | — | 49.52 | 59 | |
| StageCF2026.05 | 3,314 | 81.8 | — | — | |
| DiffRec2026.05 | 4,086.3 | 99.1 | — | — | |
| DDRM2026.05 | 4,634.3 | 117 | — | — | |
| MacridVAE2026.05 | 5,772.6 | 35.2 | — | — | |
| LightGCN2026.05 | 6,731.4 | 82.3 | — | — |