# Hallucination Detection on SC-LLaMA Source: [Hallucination Detection on SC-LLaMA]() Collection index: [llms.txt]() Data updated: 2026-04-08T06:36:52.704Z Evaluation of model performance on Hallucination Detection using the SC-LLaMA dataset, 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-LLaMA | | 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 | | --- | --- | --- | --- | | SC+f | 71.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT+f | 71.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT+f | 69.8 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 68.7 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 68.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT+f | 67.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 67.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT+f | 67 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC+f | 66.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 65.9 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT+f | 65.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 64.8 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 64.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 63.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC+f | 60 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT+f | 58.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 55.6 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 52.3 | Not recorded | 68fa7a4a1e209131cea823a4 | ### SC+f AUROC: 71.2. Result ID: 69d5f6e047f34ce924bdf7cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT+f AUROC: 71.2. Result ID: 69d5f6e047f34ce924bdf7d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT+f AUROC: 69.8. Result ID: 69d5f6e047f34ce924bdf7cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUROC: 68.7. Result ID: 69d5f6e047f34ce924bdf7d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUROC: 68.1. Result ID: 69d5f6e047f34ce924bdf7ca. [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: 67.1. Result ID: 69d5f6e047f34ce924bdf7c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"true"}. This record does not assert independent reproduction. ### SC AUROC: 67.1. Result ID: 69d5f6e047f34ce924bdf7cc. [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: 67. Result ID: 69d5f6e047f34ce924bdf7d5. [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: 66.2. Result ID: 69d5f6e047f34ce924bdf7d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"true"}. This record does not assert independent reproduction. ### DIRECT AUROC: 65.9. Result ID: 69d5f6e047f34ce924bdf7c8. [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: 65.4. Result ID: 69d5f6e047f34ce924bdf7d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"true"}. This record does not assert independent reproduction. ### DIRECT AUROC: 64.8. Result ID: 69d5f6e047f34ce924bdf7d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"false"}. This record does not assert independent reproduction. ### SC AUROC: 64.2. Result ID: 69d5f6e047f34ce924bdf7d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUROC: 63.5. Result ID: 69d5f6e047f34ce924bdf7d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"false"}. This record does not assert independent reproduction. ### SC+f AUROC: 60. Result ID: 69d5f6e047f34ce924bdf7d9. [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: 58.1. Result ID: 69d5f6e047f34ce924bdf7cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"true"}. This record does not assert independent reproduction. ### DIRECT AUROC: 55.6. Result ID: 69d5f6e047f34ce924bdf7ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"false"}. This record does not assert independent reproduction. ### SC AUROC: 52.3. Result ID: 69d5f6e047f34ce924bdf7d8. [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.