# CTR Prediction on Taobao latest 600 clicked items (test) Source: [CTR Prediction on Taobao latest 600 clicked items (test)]() Collection index: [llms.txt]() Data updated: 2026-03-16T08:53:19.277Z Evaluation of Click-Through Rate (CTR) Prediction performance on the test split of the Taobao latest 600 clicked items dataset, reporting AUC, GAUC, and Logloss. 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 | CTR Prediction | | Dataset (including any stated split) | Taobao latest 600 clicked items (test) | | Metric | AUC | | 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 - [AUC](): Higher is better; unit: PERCENT. - [GAUC](): Higher is better; unit: PERCENT. - [Logloss](): Lower is better; unit: SCALAR. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | CDNet | 63.88 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Hiformer | 63.52 | Not recorded | 69b78e570636e5bf4afbd9f6 | | OneTrans | 63.51 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Wukong | 63.5 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Hiformer | 63.49 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Wukong | 63.49 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Hiformer | 63.47 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Wukong | 63.41 | Not recorded | 69b78e570636e5bf4afbd9f6 | | RankMixer | 63.41 | Not recorded | 69b78e570636e5bf4afbd9f6 | | RankMixer | 63.4 | Not recorded | 69b78e570636e5bf4afbd9f6 | | RankMixer | 63.36 | Not recorded | 69b78e570636e5bf4afbd9f6 | | InterFormer | 63.36 | Not recorded | 69b78e570636e5bf4afbd9f6 | | AutoInt | 63.31 | Not recorded | 69b78e570636e5bf4afbd9f6 | | AutoInt | 63.29 | Not recorded | 69b78e570636e5bf4afbd9f6 | | AutoInt | 63.27 | Not recorded | 69b78e570636e5bf4afbd9f6 | | DCN | 63.15 | Not recorded | 69b78e570636e5bf4afbd9f6 | | DCN | 63.03 | Not recorded | 69b78e570636e5bf4afbd9f6 | | DCN | 62.99 | Not recorded | 69b78e570636e5bf4afbd9f6 | ### CDNet AUC: 63.88. Result ID: 69b7c4e747f34ce9249f8931. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Hiformer AUC: 63.52. Result ID: 69b7c4e747f34ce9249f8927. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Target-attention Pool."}. This record does not assert independent reproduction. ### OneTrans AUC: 63.51. Result ID: 69b7c4e747f34ce9249f8930. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Wukong AUC: 63.5. Result ID: 69b7c4e747f34ce9249f892b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Self-attention Pool."}. This record does not assert independent reproduction. ### Hiformer AUC: 63.49. Result ID: 69b7c4e747f34ce9249f8928. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Self-attention Pool."}. This record does not assert independent reproduction. ### Wukong AUC: 63.49. Result ID: 69b7c4e747f34ce9249f892a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Target-attention Pool."}. This record does not assert independent reproduction. ### Hiformer AUC: 63.47. Result ID: 69b7c4e747f34ce9249f8926. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Mean Pool."}. This record does not assert independent reproduction. ### Wukong AUC: 63.41. Result ID: 69b7c4e747f34ce9249f8929. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Mean Pool."}. This record does not assert independent reproduction. ### RankMixer AUC: 63.41. Result ID: 69b7c4e747f34ce9249f892d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Target-attention Pool."}. This record does not assert independent reproduction. ### RankMixer AUC: 63.4. Result ID: 69b7c4e747f34ce9249f892e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Self-attention Pool."}. This record does not assert independent reproduction. ### RankMixer AUC: 63.36. Result ID: 69b7c4e747f34ce9249f892c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Mean Pool."}. This record does not assert independent reproduction. ### InterFormer AUC: 63.36. Result ID: 69b7c4e747f34ce9249f892f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AutoInt AUC: 63.31. Result ID: 69b7c4e747f34ce9249f8924. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Target-attention Pool."}. This record does not assert independent reproduction. ### AutoInt AUC: 63.29. Result ID: 69b7c4e747f34ce9249f8925. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Self-attention Pool."}. This record does not assert independent reproduction. ### AutoInt AUC: 63.27. Result ID: 69b7c4e747f34ce9249f8923. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Mean Pool."}. This record does not assert independent reproduction. ### DCN AUC: 63.15. Result ID: 69b7c4e747f34ce9249f8922. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Self-attention Pool."}. This record does not assert independent reproduction. ### DCN AUC: 63.03. Result ID: 69b7c4e747f34ce9249f8921. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Target-attention Pool."}. This record does not assert independent reproduction. ### DCN AUC: 62.99. Result ID: 69b7c4e747f34ce9249f8920. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Mean Pool."}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.