Recommendation on Amazon Sports
0.2038Recall@10SA-CAISR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SA-CAISR2026.02 | 0.2038 | 0.17 | 0.178 | 0.1713 | 0.2232 | 0.1829 | — | — | |
| Finetune2026.02 | 0.2 | 0.1679 | 0.1755 | 0.1692 | 0.2188 | 0.1802 | — | — | |
| ADER2026.02 | 0.1995 | 0.1661 | 0.1741 | 0.1674 | 0.2184 | 0.1788 | — | — | |
| Ewc2026.02 | 0.1914 | 0.1614 | 0.1685 | 0.1625 | 0.2075 | 0.1726 | — | — | |
| Scratch2026.02 | 0.1907 | 0.1603 | 0.1676 | 0.1613 | 0.2045 | 0.1711 | — | — | |
| Retrain2026.02 | 0.1867 | 0.16 | 0.1663 | 0.161 | 0.2015 | 0.1701 | — | — | |
| LinRec2026.02 | 0.1867 | 0.1599 | 0.1662 | 0.1609 | 0.2018 | 0.1701 | — | — | |
| MVIGER2024.08 | 0.0592 | — | 0.0329 | — | — | — | 0.0392 | 0.0281 | |
| EAGER-LLM2024.08 | 0.0569 | — | 0.0315 | — | — | — | 0.0373 | 0.0251 | |
| MVIGERvariant=z*2024.08 | 0.0533 | — | 0.0296 | — | — | — | 0.0358 | 0.024 | |
| P5 (CID+IID)2024.08 | 0.0456 | — | 0.027 | — | — | — | 0.0321 | 0.0227 | |
| LC-Rec2024.08 | 0.0451 | — | 0.0246 | — | — | — | 0.0304 | 0.0196 | |
| EAGER2024.08 | 0.0441 | — | 0.0236 | — | — | — | 0.0281 | 0.0184 | |
| P5 (CID)2024.08 | 0.0431 | — | 0.0262 | — | — | — | 0.0313 | 0.0224 | |
| P5 (SemID)2024.08 | 0.0406 | — | 0.0235 | — | — | — | 0.0274 | 0.0193 | |
| TIGER2024.08 | 0.04 | — | 0.0225 | — | — | — | 0.0264 | 0.0181 | |
| S3-Rec2024.08 | 0.0385 | — | 0.0204 | — | — | — | 0.0251 | 0.0161 | |
| LightGCN2024.08 | 0.0364 | — | 0.0185 | — | — | — | 0.0215 | 0.0137 | |
| SASRec2024.08 | 0.035 | — | 0.0192 | — | — | — | 0.0233 | 0.0154 | |
| GRU4Rec2024.08 | 0.0204 | — | 0.011 | — | — | — | 0.0129 | 0.0086 | |
| Bert4Rec2024.08 | 0.0191 | — | 0.0099 | — | — | — | 0.0115 | 0.0075 | |
| P5 (CID+SemID)2024.08 | 0.007 | — | 0.0039 | — | — | — | 0.0043 | 0.0031 |