Multi-behavior Recommendation (Click behavior) on JD Click (test)
3.56Precision@5BiGEL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BiGEL2026.01 | 3.56 | 5.69 | 5.26 | 12.86 | |
| BVAE2026.01 | 3.47 | 5.41 | 5.13 | 12.7 | |
| LightGCN2026.01 | 3.27 | 4.65 | 4.6 | 11.69 | |
| GHCF2026.01 | 3.26 | 5.36 | 5.09 | 11.8 | |
| POGCN2026.01 | 3.26 | 4.66 | 4.64 | 11.25 | |
| MF-BPR2026.01 | 3.06 | 4.69 | 4.4 | 11.4 | |
| CRGCN2026.01 | 3.02 | 4.01 | 4.07 | 10.69 | |
| DA-GCN2026.01 | 2.11 | 3.35 | 3.03 | 7.81 | |
| BCIPM2026.01 | 1.97 | 2.72 | 2.53 | 6.18 | |
| AutoDCS2026.01 | 1.27 | 2.51 | 1.98 | 4.84 | |
| MB-CGCN2026.01 | 0.71 | 1.35 | 1.01 | 2.99 |