Sequential Recommendation and Watermark Verification on MovieLens 1M
27.56R@10Base
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BaseModel=NARM2026.04 | 27.56 | 19.55 | 16.23 | 13.65 | — | — | — | — | — | — | — | — | — | — | |
| BaseModel=SAS2026.04 | 27.23 | 19.23 | 15.92 | 13.35 | — | — | — | — | — | — | — | — | — | — | |
| GREWModel=SAS2026.04 | 27.19 | 18.77 | 15.56 | 12.86 | 100 | 100 | — | — | — | — | — | — | — | — | |
| AOWModel=SAS2026.04 | 27.18 | 18.78 | 15.73 | 13.02 | 100 | 0 | — | — | — | — | — | — | — | — | |
| GREWModel=NARM2026.04 | 26.29 | 18.36 | 15.21 | 12.66 | 100 | 100 | — | — | — | — | — | — | — | — | |
| AOWModel=NARM2026.04 | 23.15 | 15.06 | 12.41 | 9.79 | 100 | 0 | — | — | — | — | — | — | — | — | |
| BaseModel=BERT2026.04 | 20.3 | 12.9 | 10.7 | 8.3 | — | — | — | — | — | — | — | — | — | — | |
| GREWModel=BERT2026.04 | 20.25 | 12.78 | 10.7 | 8.29 | 100 | 95.9 | — | — | — | — | — | — | — | — | |
| AOWModel=BERT2026.04 | 19.62 | 11.8 | 10.25 | 7.74 | 100 | 26.09 | — | — | — | — | — | — | — | — | |
| AOWTrigger length (n)=52026.04 | — | — | — | — | — | — | 10 | 100 | 100 | 26.09 | 100 | 100 | 100 | 0 | |
| AOWTrigger length (n)=202026.04 | — | — | — | — | — | — | 10 | 100 | 100 | 0 | 6.51 | 11.21 | 26.13 | 0 | |
| GREW2026.04 | — | — | — | — | — | — | 0 | 0 | 100 | 95.9 | 99.65 | 99.94 | 100 | 100 |