# Anomaly Detection on GHL (AUC) Source: [Anomaly Detection on GHL (AUC)]() Collection index: [llms.txt]() Data updated: 2026-03-11T08:56:55.780Z Evaluation of Anomaly Detection performance on the GHL dataset, measured using 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 | Anomaly Detection | | Dataset (including any stated split) | GHL | | Metric | 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 - [AUC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC | Result date | Report paper | | --- | --- | --- | --- | | tcNF-cnn | 89 | Not recorded | 69b0f72c2d603e6de3e45f77 | | tcNF-base | 88 | Not recorded | 69b0f72c2d603e6de3e45f77 | | RealNVP | 69 | Not recorded | 69b0f72c2d603e6de3e45f77 | | tcNF-mlp | 64 | Not recorded | 69b0f72c2d603e6de3e45f77 | | tcNF-stateless | 58 | Not recorded | 69b0f72c2d603e6de3e45f77 | ### tcNF-cnn AUC: 89. Result ID: 69b12e516dbb7075b95bb82c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### tcNF-base AUC: 88. Result ID: 69b12e516dbb7075b95bb82a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RealNVP AUC: 69. Result ID: 69b12e516dbb7075b95bb82e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### tcNF-mlp AUC: 64. Result ID: 69b12e516dbb7075b95bb82b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### tcNF-stateless AUC: 58. Result ID: 69b12e516dbb7075b95bb82d. [Reporting paper]() [Method origin 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.