# Item-to-Item Retrieval on proprietary industrial short-video dataset Source: [Item-to-Item Retrieval on proprietary industrial short-video dataset]() Collection index: [llms.txt]() Data updated: 2026-06-02T12:18:38.005Z Evaluation of Item-to-Item Retrieval performance on a proprietary industrial short-video dataset, measured using AUC metrics such as SID Embedding AUC. 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 | Item-to-Item Retrieval | | Dataset (including any stated split) | proprietary industrial short-video dataset | | Metric | SID Embedding AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [SID Embedding AUC](): Higher is better; unit: PERCENT. - [Weighted SID Match AUC](): Higher is better; unit: PERCENT. - [Exact SID Match AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | SID Embedding AUC | Result date | Report paper | | --- | --- | --- | --- | | DRQ-VAE+CL | 91.21 | Not recorded | 6a1e6438dbd7150506f8587e | | DRQ-VAE | 91.14 | Not recorded | 6a1e6438dbd7150506f8587e | | RQ-VAE | 91.12 | Not recorded | 6a1e6438dbd7150506f8587e | | RQP-VAE | 91.12 | Not recorded | 6a1e6438dbd7150506f8587e | | RQ-KMeans | 91.03 | Not recorded | 6a1e6438dbd7150506f8587e | ### DRQ-VAE+CL SID Embedding AUC: 91.21. Result ID: 6a1eca0cfbc373592c1a636b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"collaborative supervision":"true"}. This record does not assert independent reproduction. ### DRQ-VAE SID Embedding AUC: 91.14. Result ID: 6a1eca0cfbc373592c1a636a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RQ-VAE SID Embedding AUC: 91.12. Result ID: 6a1eca0cfbc373592c1a6367. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RQP-VAE SID Embedding AUC: 91.12. Result ID: 6a1eca0cfbc373592c1a6368. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RQ-KMeans SID Embedding AUC: 91.03. Result ID: 6a1eca0cfbc373592c1a6369. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.