# Domain names classification on TI Time sequencing 2016 Source: [Domain names classification on TI Time sequencing 2016]() Collection index: [llms.txt]() Data updated: 2026-03-13T07:28:10.136Z Evaluation of domain name classification performance on the TI Time sequencing 2016 dataset, reporting AUC and F1 scores. 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 | Domain names classification | | Dataset (including any stated split) | TI Time sequencing 2016 | | Metric | AUC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 27 of 27 | | 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. - [F1 @ 0.5](): Higher is better; unit: PERCENT. - [F1 @ Best](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | W2V-SkipGram + GNB | 81.3 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + SVM | 80.5 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + SVM | 79.9 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + GNB | 77.4 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + SVM | 76.5 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + AdaBoost | 76.2 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + AdaBoost | 72.2 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT (End-to-End) | 70.9 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + AdaBoost | 69.8 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram (End-to-End) | 68.8 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + GNB | 67.8 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + HBOS | 67.8 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + Decision Tree | 67.7 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + VAE | 67.4 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + SUOD | 65.1 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + ABOD | 64.3 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + ABOD | 61.4 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + SUOD | 60.9 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + VAE | 60 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + HBOS | 59.5 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + Decision Tree | 59.5 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + Decision Tree | 59 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + VAE | 58.1 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + ABOD | 58 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW (End-to-End) | 57.9 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + SUOD | 57.6 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + HBOS | 57.2 | Not recorded | 69b39a100636e5bf4afbcaca | ### W2V-SkipGram + GNB AUC: 81.3. Result ID: 69b3bbde47f34ce9249d571a. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"GNB","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + SVM AUC: 80.5. Result ID: 69b3bbde47f34ce9249d571b. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"SVM","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW + SVM AUC: 79.9. Result ID: 69b3bbde47f34ce9249d5713. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"SVM","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT + GNB AUC: 77.4. Result ID: 69b3bbde47f34ce9249d5722. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DNS-GT","External Classifier":"GNB","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT + SVM AUC: 76.5. Result ID: 69b3bbde47f34ce9249d5723. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DNS-GT","External Classifier":"SVM","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + AdaBoost AUC: 76.2. Result ID: 69b3bbde47f34ce9249d5718. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"AdaBoost","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW + AdaBoost AUC: 72.2. Result ID: 69b3bbde47f34ce9249d5710. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"AdaBoost","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT (End-to-End) AUC: 70.9. Result ID: 69b3bbde47f34ce9249d572a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DNS-GT","Protocol":"End-to-End"}. This record does not assert independent reproduction. ### DNS-GT + AdaBoost AUC: 69.8. Result ID: 69b3bbde47f34ce9249d5720. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DNS-GT","External Classifier":"AdaBoost","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram (End-to-End) AUC: 68.8. Result ID: 69b3bbde47f34ce9249d5729. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","Protocol":"End-to-End"}. This record does not assert independent reproduction. ### W2V-CBOW + GNB AUC: 67.8. Result ID: 69b3bbde47f34ce9249d5712. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"GNB","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT + HBOS AUC: 67.8. Result ID: 69b3bbde47f34ce9249d5726. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DNS-GT","External Classifier":"HBOS","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + Decision Tree AUC: 67.7. Result ID: 69b3bbde47f34ce9249d5719. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"Decision Tree","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT + VAE AUC: 67.4. Result ID: 69b3bbde47f34ce9249d5724. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DNS-GT","External Classifier":"VAE","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT + SUOD AUC: 65.1. Result ID: 69b3bbde47f34ce9249d5727. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DNS-GT","External Classifier":"SUOD","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + ABOD AUC: 64.3. Result ID: 69b3bbde47f34ce9249d571d. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"ABOD","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW + ABOD AUC: 61.4. Result ID: 69b3bbde47f34ce9249d5715. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"ABOD","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + SUOD AUC: 60.9. Result ID: 69b3bbde47f34ce9249d571f. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"SUOD","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + VAE AUC: 60. Result ID: 69b3bbde47f34ce9249d571c. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"VAE","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + HBOS AUC: 59.5. Result ID: 69b3bbde47f34ce9249d571e. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"HBOS","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT + Decision Tree AUC: 59.5. Result ID: 69b3bbde47f34ce9249d5721. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DNS-GT","External Classifier":"Decision Tree","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW + Decision Tree AUC: 59. Result ID: 69b3bbde47f34ce9249d5711. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"Decision Tree","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW + VAE AUC: 58.1. Result ID: 69b3bbde47f34ce9249d5714. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"VAE","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT + ABOD AUC: 58. Result ID: 69b3bbde47f34ce9249d5725. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"DNS-GT","External Classifier":"ABOD","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW (End-to-End) AUC: 57.9. Result ID: 69b3bbde47f34ce9249d5728. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","Protocol":"End-to-End"}. This record does not assert independent reproduction. ### W2V-CBOW + SUOD AUC: 57.6. Result ID: 69b3bbde47f34ce9249d5717. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"SUOD","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW + HBOS AUC: 57.2. Result ID: 69b3bbde47f34ce9249d5716. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"HBOS","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. 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