Sequential Recommendation on Book (K=5 Metrics)
3.47NDCG@5SPRINT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SPRINTBackbone=SASRec++2026.06 | 3.47 | 4.91 | 49.53 | |
| SPRINTBackbone=HSTU2026.06 | 3.46 | 4.81 | 32.37 | |
| D2LRBackbone=HSTU2026.06 | 2.94 | 4.26 | 24.9 | |
| LogDetBackbone=HSTU2026.06 | 2.94 | 4.35 | 10.29 | |
| TPABBackbone=HSTU2026.06 | 2.9 | 4.29 | 13.83 | |
| MOJITOBackbone=HSTU2026.06 | 2.82 | 4.12 | 17.68 | |
| ReSNBackbone=SASRec++2026.06 | 2.78 | 3.79 | 35.72 | |
| MOJITOBackbone=SASRec++2026.06 | 2.76 | 3.93 | 23.75 | |
| DROSBackbone=HSTU2026.06 | 2.76 | 3.98 | 17.39 | |
| R2RecBackbone=HSTU2026.06 | 2.72 | 4.17 | 16.79 | |
| HSTUBackbone=HSTU2026.06 | 2.69 | 3.93 | 18.15 | |
| R2RecBackbone=SASRec++2026.06 | 2.64 | 4.71 | 30.28 | |
| TPABBackbone=SASRec++2026.06 | 2.52 | 3.78 | 21.56 | |
| LogDetBackbone=SASRec++2026.06 | 2.49 | 4.03 | 18.32 | |
| D2LRBackbone=SASRec++2026.06 | 2.45 | 4.67 | 42.08 | |
| SASRec++Backbone=SASRec++2026.06 | 2.29 | 4.43 | 41.28 | |
| ReSNBackbone=HSTU2026.06 | 2.29 | 2.95 | 7.52 | |
| DROSBackbone=SASRec++2026.06 | 2.28 | 4.39 | 41.54 |