Multi-behavior Sequential Recommendation on Taobao (test)
70.5HR@5MB-DGT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MB-DGTembedding dimension=100, neighboring nodes=10, heads=22026.02 | 70.5 | 60.5 | 78.1 | 62.9 | |
| MB-STR2026.02 | 69.1 | 58.5 | 76.8 | 60.8 | |
| MBHT2026.02 | 68.7 | 59 | 76.4 | 61.5 | |
| DMT2026.02 | 54.7 | 35.5 | 65.4 | 40.8 | |
| MB-GMN2026.02 | 39.4 | 22.1 | 49.8 | 30.4 | |
| BINN2026.02 | 35.8 | 22.4 | 46.3 | 30.6 | |
| MGNN-SPred2026.02 | 35.3 | 21.8 | 45.9 | 30.4 | |
| BERT4Rec2026.02 | 27.8 | 19.3 | 39.6 | 24.1 | |
| DIPN2026.02 | 25.6 | 15.7 | 33.2 | 18.4 | |
| SASRec2026.02 | 25.3 | 18.2 | 37.7 | 22.6 | |
| MB-GCN2026.02 | 24.7 | 17.2 | 36.2 | 21.5 | |
| GRU4REC2026.02 | 24.1 | 17.6 | 36.8 | 21.5 | |
| Caser2026.02 | 20.4 | 13.2 | 34.1 | 19.3 | |
| NGCF2026.02 | 19.6 | 13 | 31.8 | 19.7 | |
| DMF2026.02 | 18.9 | 13.5 | 29.8 | 18.5 | |
| NMTR2026.02 | 18.3 | 15.9 | 32.8 | 16.8 |