# Domain names classification on TI Fixed sequencing 2016 Source: [Domain names classification on TI Fixed sequencing 2016]() Collection index: [llms.txt]() Data updated: 2026-03-13T07:28:10.106Z Evaluation of Domain names classification performance on the TI Fixed 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 Fixed sequencing 2016 | | Metric | AUC | | Unit | SCALAR | | 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: SCALAR. - [F1 @ 0.5](): Higher is better; unit: PERCENT. - [F1 @ Best](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | W2V-CBOW + SVM | 0.846 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + GNB | 0.821 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + AdaBoost | 0.79 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + SVM | 0.781 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + GNB | 0.755 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + AdaBoost | 0.75 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT (End-to-End) | 0.716 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + GNB | 0.715 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + SVM | 0.693 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram (End-to-End) | 0.682 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + ABOD | 0.676 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + AdaBoost | 0.657 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + ABOD | 0.643 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + Decision Tree | 0.64 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + Decision Tree | 0.62 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + VAE | 0.61 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + HBOS | 0.61 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + SUOD | 0.609 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + SUOD | 0.606 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + SUOD | 0.605 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + VAE | 0.6 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + VAE | 0.599 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-SkipGram + HBOS | 0.596 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW + HBOS | 0.595 | Not recorded | 69b39a100636e5bf4afbcaca | | W2V-CBOW (End-to-End) | 0.591 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + ABOD | 0.552 | Not recorded | 69b39a100636e5bf4afbcaca | | DNS-GT + Decision Tree | 0.549 | Not recorded | 69b39a100636e5bf4afbcaca | ### W2V-CBOW + SVM AUC: 0.846. Result ID: 69b3bbde47f34ce9249d56f8. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"SVM","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW + GNB AUC: 0.821. Result ID: 69b3bbde47f34ce9249d56f7. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"GNB","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW + AdaBoost AUC: 0.79. Result ID: 69b3bbde47f34ce9249d56f5. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"AdaBoost","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + SVM AUC: 0.781. Result ID: 69b3bbde47f34ce9249d5700. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"SVM","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + GNB AUC: 0.755. Result ID: 69b3bbde47f34ce9249d56ff. [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 + AdaBoost AUC: 0.75. Result ID: 69b3bbde47f34ce9249d56fd. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"AdaBoost","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT (End-to-End) AUC: 0.716. Result ID: 69b3bbde47f34ce9249d570f. [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 + GNB AUC: 0.715. Result ID: 69b3bbde47f34ce9249d5707. [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: 0.693. Result ID: 69b3bbde47f34ce9249d5708. [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 (End-to-End) AUC: 0.682. Result ID: 69b3bbde47f34ce9249d570e. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","Protocol":"End-to-End"}. This record does not assert independent reproduction. ### W2V-SkipGram + ABOD AUC: 0.676. Result ID: 69b3bbde47f34ce9249d5702. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"ABOD","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT + AdaBoost AUC: 0.657. Result ID: 69b3bbde47f34ce9249d5705. [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-CBOW + ABOD AUC: 0.643. Result ID: 69b3bbde47f34ce9249d56fa. [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 + Decision Tree AUC: 0.64. Result ID: 69b3bbde47f34ce9249d56fe. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"Decision Tree","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW + Decision Tree AUC: 0.62. Result ID: 69b3bbde47f34ce9249d56f6. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"Decision Tree","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT + VAE AUC: 0.61. Result ID: 69b3bbde47f34ce9249d5709. [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 + HBOS AUC: 0.61. Result ID: 69b3bbde47f34ce9249d570b. [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-CBOW + SUOD AUC: 0.609. Result ID: 69b3bbde47f34ce9249d56fc. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"SUOD","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + SUOD AUC: 0.606. Result ID: 69b3bbde47f34ce9249d5704. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"SUOD","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### DNS-GT + SUOD AUC: 0.605. Result ID: 69b3bbde47f34ce9249d570c. [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-CBOW + VAE AUC: 0.6. Result ID: 69b3bbde47f34ce9249d56f9. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"VAE","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-SkipGram + VAE AUC: 0.599. Result ID: 69b3bbde47f34ce9249d5701. [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: 0.596. Result ID: 69b3bbde47f34ce9249d5703. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-SkipGram","External Classifier":"HBOS","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW + HBOS AUC: 0.595. Result ID: 69b3bbde47f34ce9249d56fb. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","External Classifier":"HBOS","Protocol":"w/ External Classifiers"}. This record does not assert independent reproduction. ### W2V-CBOW (End-to-End) AUC: 0.591. Result ID: 69b3bbde47f34ce9249d570d. [Reporting paper]() Recorded evaluation configuration: {"Base Model":"W2V-CBOW","Protocol":"End-to-End"}. This record does not assert independent reproduction. ### DNS-GT + ABOD AUC: 0.552. Result ID: 69b3bbde47f34ce9249d570a. [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. ### DNS-GT + Decision Tree AUC: 0.549. Result ID: 69b3bbde47f34ce9249d5706. [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. Page 1 of 1. This is an index page, not the full collection.