Matrix Estimation on Pairflip Noise (test)
1.7493L1 Estimation ErrorRRFN
Evaluation Results
| Method | Links | |
|---|---|---|
| RRFNBackbone architecture=NGCF2026.05 | 1.7493 | |
| DUAL TBackbone architecture=NeuMF-end2026.05 | 2.0274 | |
| RGBTBackbone architecture=NGCF2026.05 | 2.2093 | |
| DUAL TBackbone architecture=GMF2026.05 | 2.2215 | |
| BLTMBackbone architecture=NGCF2026.05 | 2.262 | |
| RRFNBackbone architecture=LightGCN2026.05 | 2.2972 | |
| CCRBackbone architecture=LightGCN2026.05 | 2.4346 | |
| CCRBackbone architecture=NGCF2026.05 | 2.4475 | |
| CCRBackbone architecture=GMF2026.05 | 2.451 | |
| CCRBackbone architecture=NeuMF-end2026.05 | 2.4563 | |
| BLTMBackbone architecture=LightGCN2026.05 | 2.491 | |
| RRFNBackbone architecture=GMF2026.05 | 2.5 | |
| RRFNBackbone architecture=NeuMF-end2026.05 | 2.5 | |
| RGBTBackbone architecture=LightGCN2026.05 | 2.5104 | |
| BLTMBackbone architecture=GMF2026.05 | 2.6244 | |
| RGBTBackbone architecture=GMF2026.05 | 2.6265 | |
| RGBTBackbone architecture=NeuMF-end2026.05 | 2.7454 | |
| BLTMBackbone architecture=NeuMF-end2026.05 | 2.7569 | |
| DUAL TBackbone architecture=NGCF2026.05 | 2.9606 | |
| CONLBackbone architecture=NeuMF-end2026.05 | 3.0917 | |
| DUAL TBackbone architecture=LightGCN2026.05 | 3.1836 | |
| CONLBackbone architecture=GMF2026.05 | 3.2688 | |
| CONLBackbone architecture=LightGCN2026.05 | 3.4989 | |
| T REVISIONBackbone architecture=NeuMF-end2026.05 | 3.5313 | |
| CONLBackbone architecture=NGCF2026.05 | 3.763 | |
| T REVISIONBackbone architecture=GMF2026.05 | 5.1205 | |
| T REVISIONBackbone architecture=NGCF2026.05 | 5.6735 | |
| T REVISIONBackbone architecture=LightGCN2026.05 | 5.756 | |
| VOLMINNETBackbone architecture=NGCF2026.05 | 6.2413 | |
| VOLMINNETBackbone architecture=GMF2026.05 | 6.2513 | |
| VOLMINNETBackbone architecture=LightGCN2026.05 | 6.2564 | |
| VOLMINNETBackbone architecture=NeuMF-end2026.05 | 6.2603 |