Next-item prediction on proprietary industrial dataset (chronological split)
0.21H@1HSTU-Full
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HSTU-Fullcontext length=20482026.02 | 0.21 | 1.88 | 6.18 | 31.81 | |
| Rec2PMmemory slots (C)=20, recent context length=1002026.02 | 0.21 | 2.08 | 6.64 | 33.06 | |
| Seq-200context length=2002026.02 | 0.2 | 1.95 | 6.2 | 31.42 | |
| Seq-1000context length=10002026.02 | 0.2 | 1.95 | 6.25 | 31.97 | |
| Seq-500context length=5002026.02 | 0.19 | 2.12 | 6.55 | 32.32 | |
| Seq-100context length=1002026.02 | 0.18 | 1.84 | 6.04 | 31.17 | |
| Seq-50context length=502026.02 | 0.17 | 1.89 | 5.83 | 30.88 |