# CTR Prediction on Industrial max sequence length 1,600 (test) Source: [CTR Prediction on Industrial max sequence length 1,600 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-16T08:53:19.314Z Evaluation of Click-Through Rate (CTR) prediction performance on the test split of the Industrial dataset configured for a maximum sequence length of 1,600. 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) | Industrial max sequence length 1,600 (test) | | Metric | AUC | | 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 - [AUC](): Higher is better; unit: SCALAR. - [GAUC](): Higher is better; unit: SCALAR. - [Logloss](): Lower is better; unit: SCALAR. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | CDNet | 0.7248 | Not recorded | 69b78e570636e5bf4afbd9f6 | | OneTrans | 0.7239 | Not recorded | 69b78e570636e5bf4afbd9f6 | | RankMixer | 0.7221 | Not recorded | 69b78e570636e5bf4afbd9f6 | | RankMixer | 0.7215 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Wukong | 0.7213 | Not recorded | 69b78e570636e5bf4afbd9f6 | | RankMixer | 0.7207 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Wukong | 0.7202 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Wukong | 0.7201 | Not recorded | 69b78e570636e5bf4afbd9f6 | | InterFormer | 0.7198 | Not recorded | 69b78e570636e5bf4afbd9f6 | | AutoInt | 0.7158 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Hiformer | 0.7148 | Not recorded | 69b78e570636e5bf4afbd9f6 | | AutoInt | 0.7147 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Hiformer | 0.7147 | Not recorded | 69b78e570636e5bf4afbd9f6 | | Hiformer | 0.7145 | Not recorded | 69b78e570636e5bf4afbd9f6 | | AutoInt | 0.7142 | Not recorded | 69b78e570636e5bf4afbd9f6 | | DCN | 0.7141 | Not recorded | 69b78e570636e5bf4afbd9f6 | | DCN | 0.7135 | Not recorded | 69b78e570636e5bf4afbd9f6 | | DCN | 0.7128 | Not recorded | 69b78e570636e5bf4afbd9f6 | ### CDNet AUC: 0.7248. Result ID: 69b7c4e747f34ce9249f8943. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OneTrans AUC: 0.7239. Result ID: 69b7c4e747f34ce9249f8942. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RankMixer AUC: 0.7221. Result ID: 69b7c4e747f34ce9249f8940. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Self-attention Pool."}. This record does not assert independent reproduction. ### RankMixer AUC: 0.7215. Result ID: 69b7c4e747f34ce9249f893f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Target-attention Pool."}. This record does not assert independent reproduction. ### Wukong AUC: 0.7213. Result ID: 69b7c4e747f34ce9249f893b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Mean Pool."}. This record does not assert independent reproduction. ### RankMixer AUC: 0.7207. Result ID: 69b7c4e747f34ce9249f893e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Mean Pool."}. This record does not assert independent reproduction. ### Wukong AUC: 0.7202. Result ID: 69b7c4e747f34ce9249f893d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Self-attention Pool."}. This record does not assert independent reproduction. ### Wukong AUC: 0.7201. Result ID: 69b7c4e747f34ce9249f893c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Target-attention Pool."}. This record does not assert independent reproduction. ### InterFormer AUC: 0.7198. Result ID: 69b7c4e747f34ce9249f8941. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AutoInt AUC: 0.7158. Result ID: 69b7c4e747f34ce9249f8937. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Self-attention Pool."}. This record does not assert independent reproduction. ### Hiformer AUC: 0.7148. Result ID: 69b7c4e747f34ce9249f8939. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Target-attention Pool."}. This record does not assert independent reproduction. ### AutoInt AUC: 0.7147. Result ID: 69b7c4e747f34ce9249f8935. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Mean Pool."}. This record does not assert independent reproduction. ### Hiformer AUC: 0.7147. Result ID: 69b7c4e747f34ce9249f8938. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Mean Pool."}. This record does not assert independent reproduction. ### Hiformer AUC: 0.7145. Result ID: 69b7c4e747f34ce9249f893a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Self-attention Pool."}. This record does not assert independent reproduction. ### AutoInt AUC: 0.7142. Result ID: 69b7c4e747f34ce9249f8936. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"aggregation":"Target-attention Pool."}. This record does not assert independent reproduction. ### DCN AUC: 0.7141. Result ID: 69b7c4e747f34ce9249f8934. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Self-attention Pool."}. This record does not assert independent reproduction. ### DCN AUC: 0.7135. Result ID: 69b7c4e747f34ce9249f8933. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"aggregation":"Target-attention Pool."}. This record does not assert independent reproduction. ### DCN AUC: 0.7128. Result ID: 69b7c4e747f34ce9249f8932. [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.