Multi-behavior Sequential Recommendation on Yelp (test)
76.5HR@5MB-DGT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MB-DGTembedding dimension=80, neighboring nodes=30, heads=22026.02 | 76.5 | 60.6 | 87.9 | 64.5 | |
| MB-STR2026.02 | 74.6 | 56.9 | 87 | 61 | |
| BERT4Rec2026.02 | 74.5 | 47.3 | 82.4 | 52.8 | |
| MB-GMN2026.02 | 73.6 | 52.5 | 86.2 | 58 | |
| MB-GCN2026.02 | 73.4 | 46.8 | 80.7 | 51.3 | |
| SASRec2026.02 | 72.8 | 45.1 | 79.3 | 50.1 | |
| MBHT2026.02 | 72.7 | 55 | 86.1 | 59.4 | |
| NMTR2026.02 | 69.4 | 44.5 | 78.5 | 46.7 | |
| GRU4REC2026.02 | 68.4 | 43.2 | 78.1 | 49.5 | |
| NGCF2026.02 | 67.4 | 42.8 | 77.8 | 49.5 | |
| Caser2026.02 | 67.3 | 42.5 | 76.3 | 48.9 | |
| DMF2026.02 | 65.5 | 41.5 | 74.3 | 47.4 | |
| DIPN2026.02 | 55.7 | 45.2 | 68.3 | 51.7 | |
| DMT2026.02 | 54.9 | 47.1 | 66.2 | 52.5 | |
| BINN2026.02 | 37.5 | 34.4 | 48.9 | 41.3 | |
| MGNN-SPred2026.02 | 37.2 | 33.5 | 48.5 | 40.2 |