Sequential Recommendation on ML-1M (NDCG@5, HitRatio@5, Fair-0.8)
9.25NDCG@5SPRINT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SPRINTBackbone=SASRec++2026.06 | 9.25 | 14.05 | 25.34 | |
| SPRINTBackbone=HSTU2026.06 | 8.71 | 13.57 | 25.03 | |
| LogDetBackbone=SASRec++2026.06 | 8.49 | 13.33 | 17.92 | |
| DROSBackbone=SASRec++2026.06 | 8.3 | 13.2 | 21.72 | |
| D2LRBackbone=SASRec++2026.06 | 8.29 | 12.77 | 23.17 | |
| LogDetBackbone=HSTU2026.06 | 8.28 | 13.06 | 15.74 | |
| MOJITOBackbone=SASRec++2026.06 | 8.12 | 12.72 | 21.88 | |
| SASRec++Backbone=SASRec++2026.06 | 8.07 | 12.91 | 22.27 | |
| DROSBackbone=HSTU2026.06 | 8.02 | 12.67 | 19.34 | |
| TPABBackbone=SASRec++2026.06 | 7.99 | 12.69 | 19.21 | |
| MOJITOBackbone=HSTU2026.06 | 7.99 | 12.99 | 20.35 | |
| D2LRBackbone=HSTU2026.06 | 7.98 | 12.79 | 23.05 | |
| HSTUBackbone=HSTU2026.06 | 7.84 | 12.5 | 19.02 | |
| R2RecBackbone=SASRec++2026.06 | 7.71 | 12.67 | 19.97 | |
| TPABBackbone=HSTU2026.06 | 7.51 | 12.19 | 22.4 | |
| ReSNBackbone=HSTU2026.06 | 7.4 | 12.23 | 15.2 | |
| ReSNBackbone=SASRec++2026.06 | 7.39 | 12.53 | 12.23 | |
| R2RecBackbone=HSTU2026.06 | 7.05 | 11.8 | 21.28 |