# Sequential Recommendation on Beauty (NDCG@10, HitRatio@10, Fair-0.8) Source: [Sequential Recommendation on Beauty (NDCG@10, HitRatio@10, Fair-0.8)]() Collection index: [llms.txt]() Data updated: 2026-06-23T09:52:40.874Z Evaluation of Sequential Recommendation performance on the Beauty dataset, reporting ranking metrics NDCG@10, HitRatio@10, and the fairness metric Fair-0.8. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Sequential Recommendation | | Dataset (including any stated split) | Beauty | | Metric | NDCG@10 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [NDCG@10](): Higher is better; unit: PERCENT. - [HitRatio@10](): Higher is better; unit: PERCENT. - [Fair-0.8](): Higher is better; unit: PERCENT. ## Recorded results | Method | NDCG@10 | Result date | Report paper | | --- | --- | --- | --- | | SPRINT | 4.13 | Not recorded | 6a3a1329206542251d7c7106 | | SPRINT | 4.06 | Not recorded | 6a3a1329206542251d7c7106 | | ReSN | 3.52 | Not recorded | 6a3a1329206542251d7c7106 | | MOJITO | 3.5 | Not recorded | 6a3a1329206542251d7c7106 | | LogDet | 3.5 | Not recorded | 6a3a1329206542251d7c7106 | | LogDet | 3.49 | Not recorded | 6a3a1329206542251d7c7106 | | TPAB | 3.49 | Not recorded | 6a3a1329206542251d7c7106 | | DROS | 3.46 | Not recorded | 6a3a1329206542251d7c7106 | | MOJITO | 3.43 | Not recorded | 6a3a1329206542251d7c7106 | | HSTU | 3.41 | Not recorded | 6a3a1329206542251d7c7106 | | D2LR | 3.35 | Not recorded | 6a3a1329206542251d7c7106 | | ReSN | 3.35 | Not recorded | 6a3a1329206542251d7c7106 | | R2Rec | 3.27 | Not recorded | 6a3a1329206542251d7c7106 | | R2Rec | 3.27 | Not recorded | 6a3a1329206542251d7c7106 | | D2LR | 3.23 | Not recorded | 6a3a1329206542251d7c7106 | | DROS | 3.19 | Not recorded | 6a3a1329206542251d7c7106 | | SASRec | 3.15 | Not recorded | 6a3a1329206542251d7c7106 | | TPAB | 2.81 | Not recorded | 6a3a1329206542251d7c7106 | ### SPRINT NDCG@10: 4.13. Result ID: 6a3a5758fbc373592c362f60. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### SPRINT NDCG@10: 4.06. Result ID: 6a3a5758fbc373592c362f57. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### ReSN NDCG@10: 3.52. Result ID: 6a3a5758fbc373592c362f56. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### MOJITO NDCG@10: 3.5. Result ID: 6a3a5758fbc373592c362f51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### LogDet NDCG@10: 3.5. Result ID: 6a3a5758fbc373592c362f5e. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### LogDet NDCG@10: 3.49. Result ID: 6a3a5758fbc373592c362f55. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### TPAB NDCG@10: 3.49. Result ID: 6a3a5758fbc373592c362f5b. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### DROS NDCG@10: 3.46. Result ID: 6a3a5758fbc373592c362f59. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### MOJITO NDCG@10: 3.43. Result ID: 6a3a5758fbc373592c362f5a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### HSTU NDCG@10: 3.41. Result ID: 6a3a5758fbc373592c362f58. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### D2LR NDCG@10: 3.35. Result ID: 6a3a5758fbc373592c362f5d. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### ReSN NDCG@10: 3.35. Result ID: 6a3a5758fbc373592c362f5f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### R2Rec NDCG@10: 3.27. Result ID: 6a3a5758fbc373592c362f53. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### R2Rec NDCG@10: 3.27. Result ID: 6a3a5758fbc373592c362f5c. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### D2LR NDCG@10: 3.23. Result ID: 6a3a5758fbc373592c362f54. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### DROS NDCG@10: 3.19. Result ID: 6a3a5758fbc373592c362f50. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### SASRec NDCG@10: 3.15. Result ID: 6a3a5758fbc373592c362f4f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### TPAB NDCG@10: 2.81. Result ID: 6a3a5758fbc373592c362f52. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.