Recommendation on MovieLens-25M (test)
0.8284HR@10PEAGAT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PEAGATEntity-awareness=true2020.10 | 0.8284 | 0.5475 | |
| PEASageEntity-awareness=true2020.10 | 0.8273 | 0.5462 | |
| PEAGATEntity-awareness=false2020.10 | 0.8249 | 0.5414 | |
| PEAGCNEntity-awareness=true2020.10 | 0.8187 | 0.5361 | |
| PEAGCNEntity-awareness=false2020.10 | 0.8185 | 0.5344 | |
| PEASageEntity-awareness=false2020.10 | 0.8176 | 0.5383 | |
| CFKG2020.10 | 0.8152 | 0.5196 | |
| KGAT2020.10 | 0.8147 | 0.5236 | |
| NFM2020.10 | 0.8132 | 0.5347 | |
| LGC2020.10 | 0.8081 | 0.5237 | |
| MultiGCCF2020.10 | 0.8014 | 0.5153 | |
| Metapath2Vec2020.10 | 0.7956 | 0.5051 | |
| NGCF2020.10 | 0.7807 | 0.4866 | |
| KGCN2020.10 | 0.7771 | 0.4699 | |
| HeRec2020.10 | 0.607 | 0.3291 |