# Hallucination Detection on SC-ChatGPT Source: [Hallucination Detection on SC-ChatGPT]() Collection index: [llms.txt]() Data updated: 2026-04-08T06:36:52.633Z Evaluation of model performance on detecting hallucinations using the SC-ChatGPT dataset, typically measured by AUROC. 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 | Hallucination Detection | | Dataset (including any stated split) | SC-ChatGPT | | Metric | AUROC | | Unit | PERCENT | | 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 - [AUROC](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | SELFCHECKGPT+f | 74.9 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 71.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT+f | 71 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC+f | 69.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT+f | 69 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 68.8 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 66.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT+f | 65.8 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC+f | 65.6 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT+f | 65.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 64.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 63 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 62.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 61.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC+f | 59.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT+f | 58 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 52.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 50.7 | Not recorded | 68fa7a4a1e209131cea823a4 | ### SELFCHECKGPT+f AUROC: 74.9. Result ID: 69d5f6e047f34ce924bdf7a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUROC: 71.2. Result ID: 69d5f6e047f34ce924bdf7a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT+f AUROC: 71. Result ID: 69d5f6e047f34ce924bdf7ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"true"}. This record does not assert independent reproduction. ### SC+f AUROC: 69.2. Result ID: 69d5f6e047f34ce924bdf7a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"true"}. This record does not assert independent reproduction. ### DIRECT+f AUROC: 69. Result ID: 69d5f6e047f34ce924bdf7a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUROC: 68.8. Result ID: 69d5f6e047f34ce924bdf7ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"false"}. This record does not assert independent reproduction. ### DIRECT AUROC: 66.4. Result ID: 69d5f6e047f34ce924bdf7a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"false"}. This record does not assert independent reproduction. ### DIRECT+f AUROC: 65.8. Result ID: 69d5f6e047f34ce924bdf7b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"true"}. This record does not assert independent reproduction. ### SC+f AUROC: 65.6. Result ID: 69d5f6e047f34ce924bdf7af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT+f AUROC: 65.5. Result ID: 69d5f6e047f34ce924bdf7b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUROC: 64.4. Result ID: 69d5f6e047f34ce924bdf7b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"false"}. This record does not assert independent reproduction. ### DIRECT AUROC: 63. Result ID: 69d5f6e047f34ce924bdf7b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"false"}. This record does not assert independent reproduction. ### SC AUROC: 62.5. Result ID: 69d5f6e047f34ce924bdf7a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"false"}. This record does not assert independent reproduction. ### SC AUROC: 61.1. Result ID: 69d5f6e047f34ce924bdf7ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"false"}. This record does not assert independent reproduction. ### SC+f AUROC: 59.5. Result ID: 69d5f6e047f34ce924bdf7b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"true"}. This record does not assert independent reproduction. ### DIRECT+f AUROC: 58. Result ID: 69d5f6e047f34ce924bdf7ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"true"}. This record does not assert independent reproduction. ### DIRECT AUROC: 52.5. Result ID: 69d5f6e047f34ce924bdf7aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"false"}. This record does not assert independent reproduction. ### SC AUROC: 50.7. Result ID: 69d5f6e047f34ce924bdf7b4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"false"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.