# Sequential Recommendation on Beauty (Cov@10, TCov@10) Source: [Sequential Recommendation on Beauty (Cov@10, TCov@10)]() Collection index: [llms.txt]() Data updated: 2026-04-07T08:21:01.548Z Evaluation of Sequential Recommendation performance on the Beauty dataset, focusing on coverage metrics Cov@10 and TCov@10. 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 | Coverage@10 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [Coverage@10](): Higher is better; unit: PERCENT. - [TCoverage@10](): Higher is better; unit: PERCENT. ## Recorded results | Method | Coverage@10 | Result date | Report paper | | --- | --- | --- | --- | | FAERec | 86.12 | Not recorded | 69d48f657d0172140ec74176 | | FAERec | 85.71 | Not recorded | 69d48f657d0172140ec74176 | | FAERec | 85.38 | Not recorded | 69d48f657d0172140ec74176 | | RLMRec-Con | 70.1 | Not recorded | 69d48f657d0172140ec74176 | | Base | 69.72 | Not recorded | 69d48f657d0172140ec74176 | | LOAM | 67.68 | Not recorded | 69d48f657d0172140ec74176 | | Base | 66.79 | Not recorded | 69d48f657d0172140ec74176 | | LOAM | 64.19 | Not recorded | 69d48f657d0172140ec74176 | | RLMRec-Con | 54.77 | Not recorded | 69d48f657d0172140ec74176 | | Base | 52.73 | Not recorded | 69d48f657d0172140ec74176 | | LLM-ESR | 51.76 | Not recorded | 69d48f657d0172140ec74176 | | LOAM | 50.92 | Not recorded | 69d48f657d0172140ec74176 | | RLMRec-Con | 50.19 | Not recorded | 69d48f657d0172140ec74176 | | LLM-ESR | 40.75 | Not recorded | 69d48f657d0172140ec74176 | | LLM-ESR | 35.13 | Not recorded | 69d48f657d0172140ec74176 | ### FAERec Coverage@10: 86.12. Result ID: 69d4be5047f34ce924bc79d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LRURec"}. This record does not assert independent reproduction. ### FAERec Coverage@10: 85.71. Result ID: 69d4be5047f34ce924bc79cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"FMLP-Rec"}. This record does not assert independent reproduction. ### FAERec Coverage@10: 85.38. Result ID: 69d4be5047f34ce924bc79c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SASRec"}. This record does not assert independent reproduction. ### RLMRec-Con Coverage@10: 70.1. Result ID: 69d4be5047f34ce924bc79cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"FMLP-Rec"}. This record does not assert independent reproduction. ### Base Coverage@10: 69.72. Result ID: 69d4be5047f34ce924bc79c4. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec"}. This record does not assert independent reproduction. ### LOAM Coverage@10: 67.68. Result ID: 69d4be5047f34ce924bc79cf. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"LRURec"}. This record does not assert independent reproduction. ### Base Coverage@10: 66.79. Result ID: 69d4be5047f34ce924bc79ce. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"LRURec"}. This record does not assert independent reproduction. ### LOAM Coverage@10: 64.19. Result ID: 69d4be5047f34ce924bc79c5. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SASRec"}. This record does not assert independent reproduction. ### RLMRec-Con Coverage@10: 54.77. Result ID: 69d4be5047f34ce924bc79d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LRURec"}. This record does not assert independent reproduction. ### Base Coverage@10: 52.73. Result ID: 69d4be5047f34ce924bc79c9. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"FMLP-Rec"}. This record does not assert independent reproduction. ### LLM-ESR Coverage@10: 51.76. Result ID: 69d4be5047f34ce924bc79cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"FMLP-Rec"}. This record does not assert independent reproduction. ### LOAM Coverage@10: 50.92. Result ID: 69d4be5047f34ce924bc79ca. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"FMLP-Rec"}. This record does not assert independent reproduction. ### RLMRec-Con Coverage@10: 50.19. Result ID: 69d4be5047f34ce924bc79c6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SASRec"}. This record does not assert independent reproduction. ### LLM-ESR Coverage@10: 40.75. Result ID: 69d4be5047f34ce924bc79d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LRURec"}. This record does not assert independent reproduction. ### LLM-ESR Coverage@10: 35.13. Result ID: 69d4be5047f34ce924bc79c7. [Reporting paper]() [Method origin 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.