# AI-generated text detection on M4GT-Bench Reddit (test) Source: [AI-generated text detection on M4GT-Bench Reddit (test)]() Collection index: [llms.txt]() Data updated: 2026-05-06T07:23:15.573Z Evaluation of AI-generated text detection models on the Reddit test split of the M4GT-Bench dataset, reporting Precision, Recall, F1, and Accuracy. 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 | AI-generated text detection | | Dataset (including any stated split) | M4GT-Bench Reddit (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [AUROC](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | LR-GLTR | 97.2 | Not recorded | 68fa76fe1e209131cea704c7 | | LR-GLTR | 94 | Not recorded | 68fa76fe1e209131cea704c7 | | ExaGPT | 91.1 | Not recorded | 68fa76fe1e209131cea704c7 | | ExaGPT | 86.6 | Not recorded | 68fa76fe1e209131cea704c7 | | LR-GLTR | 79 | Not recorded | 68fa76fe1e209131cea704c7 | | ExaGPT | 76.6 | Not recorded | 68fa76fe1e209131cea704c7 | | RoBERTa | 74.49 | Not recorded | 6995478c09c33900fcd6d5da | | DNA-GPT | 68.6 | Not recorded | 68fa76fe1e209131cea704c7 | | RoBERTa | 66.4 | Not recorded | 68fa76fe1e209131cea704c7 | | DNA-GPT | 66.1 | Not recorded | 68fa76fe1e209131cea704c7 | | DNA-GPT | 62.9 | Not recorded | 68fa76fe1e209131cea704c7 | | RoBERTa | 61 | Not recorded | 68fa76fe1e209131cea704c7 | | DependencyAI | 60.87 | Not recorded | 6995478c09c33900fcd6d5da | | XLM-R | 58.71 | Not recorded | 6995478c09c33900fcd6d5da | | RoBERTa | 50 | Not recorded | 68fa76fe1e209131cea704c7 | | GLTR-LR | 46.28 | Not recorded | 6995478c09c33900fcd6d5da | | GLTR-SVM | 46.19 | Not recorded | 6995478c09c33900fcd6d5da | | Stylistic-SVM | 24.43 | Not recorded | 6995478c09c33900fcd6d5da | | NELA-SVM | 20.72 | Not recorded | 6995478c09c33900fcd6d5da | ### LR-GLTR Accuracy: 97.2. Result ID: 69faec5e47f34ce924dd74a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"GPT-4"}. This record does not assert independent reproduction. ### LR-GLTR Accuracy: 94. Result ID: 69faec5e47f34ce924dd74a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"ChatGPT"}. This record does not assert independent reproduction. ### ExaGPT Accuracy: 91.1. Result ID: 69faec5e47f34ce924dd74a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"GPT-4"}. This record does not assert independent reproduction. ### ExaGPT Accuracy: 86.6. Result ID: 69faec5e47f34ce924dd74a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"ChatGPT"}. This record does not assert independent reproduction. ### LR-GLTR Accuracy: 79. Result ID: 69faec5e47f34ce924dd74aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"Dolly-v2"}. This record does not assert independent reproduction. ### ExaGPT Accuracy: 76.6. Result ID: 69faec5e47f34ce924dd74ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"Dolly-v2"}. This record does not assert independent reproduction. ### RoBERTa Accuracy: 74.49. Result ID: 699ad87f5698665ec467eb8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Leave-one-domain-out"}. This record does not assert independent reproduction. ### DNA-GPT Accuracy: 68.6. Result ID: 69faec5e47f34ce924dd74a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"GPT-4"}. This record does not assert independent reproduction. ### RoBERTa Accuracy: 66.4. Result ID: 69faec5e47f34ce924dd74a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"GPT-4"}. This record does not assert independent reproduction. ### DNA-GPT Accuracy: 66.1. Result ID: 69faec5e47f34ce924dd74ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"Dolly-v2"}. This record does not assert independent reproduction. ### DNA-GPT Accuracy: 62.9. Result ID: 69faec5e47f34ce924dd74a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"ChatGPT"}. This record does not assert independent reproduction. ### RoBERTa Accuracy: 61. Result ID: 69faec5e47f34ce924dd74a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"ChatGPT"}. This record does not assert independent reproduction. ### DependencyAI Accuracy: 60.87. Result ID: 699ad87f5698665ec467eb91. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Leave-one-domain-out"}. This record does not assert independent reproduction. ### XLM-R Accuracy: 58.71. Result ID: 699ad87f5698665ec467eb8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Leave-one-domain-out"}. This record does not assert independent reproduction. ### RoBERTa Accuracy: 50. Result ID: 69faec5e47f34ce924dd74a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Generator":"Dolly-v2"}. This record does not assert independent reproduction. ### GLTR-LR Accuracy: 46.28. Result ID: 699ad87f5698665ec467eb8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Leave-one-domain-out"}. This record does not assert independent reproduction. ### GLTR-SVM Accuracy: 46.19. Result ID: 699ad87f5698665ec467eb8e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Leave-one-domain-out"}. This record does not assert independent reproduction. ### Stylistic-SVM Accuracy: 24.43. Result ID: 699ad87f5698665ec467eb8f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Leave-one-domain-out"}. This record does not assert independent reproduction. ### NELA-SVM Accuracy: 20.72. Result ID: 699ad87f5698665ec467eb90. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Protocol":"Leave-one-domain-out"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.