# Sequential Recommendation on Clothing (NDCG@5, HitRatio@5, Fair-0.8) Source: [Sequential Recommendation on Clothing (NDCG@5, HitRatio@5, Fair-0.8)]() Collection index: [llms.txt]() Data updated: 2026-06-23T09:52:41.170Z Evaluation of sequential recommendation performance on the Clothing dataset, measured using ranking metrics NDCG@5, HitRatio@5, 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) | Clothing | | Metric | NDCG@5 | | Unit | SCALAR | | 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@5](): Higher is better; unit: SCALAR. - [HitRatio@5](): Higher is better; unit: SCALAR. - [Fairness (Threshold 0.8)](): Lower is better; unit: SCALAR. ## Recorded results | Method | NDCG@5 | Result date | Report paper | | --- | --- | --- | --- | | SPRINT | 0.0036 | Not recorded | 6a3a1329206542251d7c7106 | | SPRINT | 0.0036 | Not recorded | 6a3a1329206542251d7c7106 | | ReSN | 0.0032 | Not recorded | 6a3a1329206542251d7c7106 | | LogDet | 0.0028 | Not recorded | 6a3a1329206542251d7c7106 | | ReSN | 0.0027 | Not recorded | 6a3a1329206542251d7c7106 | | MOJITO | 0.0026 | Not recorded | 6a3a1329206542251d7c7106 | | MOJITO | 0.0025 | Not recorded | 6a3a1329206542251d7c7106 | | LogDet | 0.0025 | Not recorded | 6a3a1329206542251d7c7106 | | R2Rec | 0.0024 | Not recorded | 6a3a1329206542251d7c7106 | | DROS | 0.0023 | Not recorded | 6a3a1329206542251d7c7106 | | D2LR | 0.0023 | Not recorded | 6a3a1329206542251d7c7106 | | HSTU | 0.0022 | Not recorded | 6a3a1329206542251d7c7106 | | DROS | 0.002 | Not recorded | 6a3a1329206542251d7c7106 | | R2Rec | 0.0019 | Not recorded | 6a3a1329206542251d7c7106 | | SASRec++ | 0.0018 | Not recorded | 6a3a1329206542251d7c7106 | | D2LR | 0.0017 | Not recorded | 6a3a1329206542251d7c7106 | | TPAB | 0.001 | Not recorded | 6a3a1329206542251d7c7106 | | TPAB | 0.0004 | Not recorded | 6a3a1329206542251d7c7106 | ### SPRINT NDCG@5: 0.0036. Result ID: 6a3a5758fbc373592c362fe7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### SPRINT NDCG@5: 0.0036. Result ID: 6a3a5758fbc373592c362ff0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### ReSN NDCG@5: 0.0032. Result ID: 6a3a5758fbc373592c362fe6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### LogDet NDCG@5: 0.0028. Result ID: 6a3a5758fbc373592c362fee. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### ReSN NDCG@5: 0.0027. Result ID: 6a3a5758fbc373592c362fef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### MOJITO NDCG@5: 0.0026. Result ID: 6a3a5758fbc373592c362fea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### MOJITO NDCG@5: 0.0025. Result ID: 6a3a5758fbc373592c362fe1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### LogDet NDCG@5: 0.0025. Result ID: 6a3a5758fbc373592c362fe5. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### R2Rec NDCG@5: 0.0024. Result ID: 6a3a5758fbc373592c362fec. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### DROS NDCG@5: 0.0023. Result ID: 6a3a5758fbc373592c362fe9. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### D2LR NDCG@5: 0.0023. Result ID: 6a3a5758fbc373592c362fed. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### HSTU NDCG@5: 0.0022. Result ID: 6a3a5758fbc373592c362fe8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### DROS NDCG@5: 0.002. Result ID: 6a3a5758fbc373592c362fe0. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### R2Rec NDCG@5: 0.0019. Result ID: 6a3a5758fbc373592c362fe3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### SASRec++ NDCG@5: 0.0018. Result ID: 6a3a5758fbc373592c362fdf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### D2LR NDCG@5: 0.0017. Result ID: 6a3a5758fbc373592c362fe4. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec++"}. This record does not assert independent reproduction. ### TPAB NDCG@5: 0.001. Result ID: 6a3a5758fbc373592c362feb. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"HSTU"}. This record does not assert independent reproduction. ### TPAB NDCG@5: 0.0004. Result ID: 6a3a5758fbc373592c362fe2. [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.