Collaborative Filtering on Tmall
0.0737MRR@10DDC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DDCBackbone=LightGCN2025.12 | 0.0737 | 0.0605 | 0.0402 | |
| DDCBackbone=LightGCN2025.12 | 0.0737 | 0.0605 | 0.0402 | |
| PAACBackbone=LightGCN2025.12 | 0.0707 | 0.0592 | 0.0383 | |
| DCCLBackbone=LightGCN2025.12 | 0.0682 | 0.0565 | 0.0371 | |
| DDCBackbone=MF2025.12 | 0.0677 | 0.0552 | 0.0366 | |
| DDCBackbone=MF2025.12 | 0.0677 | 0.0552 | 0.0366 | |
| TPABBackbone=LightGCN2025.12 | 0.0674 | 0.056 | 0.0367 | |
| LightGCNBackbone=LightGCN2025.12 | 0.067 | 0.0558 | 0.0366 | |
| LightGCNBackbone=LightGCN2025.12 | 0.067 | 0.0558 | 0.0366 | |
| PCBackbone=LightGCN2025.12 | 0.0667 | 0.0556 | 0.0366 | |
| DICEBackbone=LightGCN2025.12 | 0.0643 | 0.0543 | 0.0351 | |
| TPABBackbone=MF2025.12 | 0.0602 | 0.049 | 0.0322 | |
| TPABBackbone=MF2025.12 | 0.0602 | 0.049 | 0.0322 | |
| MFBackbone=MF2025.12 | 0.0599 | 0.049 | 0.0323 | |
| MFBackbone=MF2025.12 | 0.0599 | 0.049 | 0.0323 | |
| DCCLBackbone=MF2025.12 | 0.0594 | 0.0485 | 0.0319 | |
| PAACBackbone=MF2025.12 | 0.0593 | 0.0484 | 0.0318 | |
| DICEBackbone=MF2025.12 | 0.0586 | 0.0481 | 0.0316 | |
| MACRBackbone=MF2025.12 | 0.0563 | 0.0457 | 0.0301 | |
| MACRBackbone=LightGCN2025.12 | 0.0528 | 0.0438 | 0.0284 | |
| IPSBackbone=MF2025.12 | 0.0413 | 0.03 | 0.0214 | |
| PCBackbone=MF2025.12 | 0.0411 | 0.0298 | 0.0213 | |
| IPSBackbone=LightGCN2025.12 | 0.0367 | 0.0317 | 0.0201 |