Matrix Completion on MovieLens-100K (test)
0.897RMSEIMC-GAE
Evaluation Results
| Method | Links | |
|---|---|---|
| IMC-GAE2021.08 | 0.897 | |
| GC-MCInductive=false, Content=true2019.04 | 0.905 | |
| IGMCInductive=true, Content=false2019.04 | 0.905 | |
| IGMC2021.08 | 0.905 | |
| GC-MC2021.08 | 0.905 | |
| NMTR2021.08 | 0.911 | |
| F-EAEInductive=true, Content=false2019.04 | 0.92 | |
| F-EAE2021.08 | 0.92 | |
| sRGCNNInductive=false, Content=true2019.04 | 0.929 | |
| sRGCNN2021.08 | 0.929 | |
| Hybrid AlgorithmSeconds=5, Rank=22012.06 | 0.933 | |
| GRALSInductive=false, Content=true2019.04 | 0.945 | |
| GRALS2021.08 | 0.945 | |
| GECOState=Minimum Error, Seconds=397, Rank=62012.06 | 0.947 | |
| GECOState=Intermediate, Seconds=127, Rank=52012.06 | 0.95 | |
| PinSageInductive=true, Content=true2019.04 | 0.951 | |
| PinSage2021.08 | 0.951 | |
| MCInductive=false, Content=false2019.04 | 0.973 | |
| MC2021.08 | 0.973 | |
| GMCInductive=false, Content=true2019.04 | 0.996 | |
| GMC2021.08 | 0.996 | |
| IGC-MCInductive=true, Content=true2019.04 | 1.142 | |
| IMCInductive=false, Content=true2019.04 | 1.653 | |
| IMC2021.08 | 1.653 |