Multi-behavior Recommendation (Purchase behavior) on UB Purchase (test)
1.76Precision@5BiGEL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BiGEL2026.01 | 1.76 | 4.97 | 4.06 | 7.49 | |
| AutoDCS2026.01 | 1.57 | 4.54 | 3.73 | 6.82 | |
| MB-CGCN2026.01 | 1.55 | 4.5 | 3.7 | 6.74 | |
| CRGCN2026.01 | 1.49 | 4.26 | 3.34 | 6.51 | |
| BCIPM2026.01 | 1.13 | 3.32 | 2.39 | 5.01 | |
| POGCN2026.01 | 0.95 | 2.73 | 2.17 | 4.17 | |
| DA-GCN2026.01 | 0.81 | 2.36 | 1.98 | 3.6 | |
| GHCF2026.01 | 0.78 | 2.13 | 1.59 | 3.56 | |
| BVAE2026.01 | 0.68 | 1.83 | 1.4 | 3.05 | |
| LightGCN2026.01 | 0.22 | 0.67 | 0.47 | 1.04 | |
| MF-BPR2026.01 | 0.21 | 0.66 | 0.45 | 1 |