# Hallucination Detection on SC-Vicuna Source: [Hallucination Detection on SC-Vicuna]() Collection index: [llms.txt]() Data updated: 2026-04-08T06:36:52.737Z Evaluation of model performance on hallucination detection using the SC-Vicuna dataset, typically measured using 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-Vicuna | | 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 | 71.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT+f | 70.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT+f | 70.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 69.6 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT+f | 68.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 68 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 67.7 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC+f | 67.7 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 67.3 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 65.7 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 65.7 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT+f | 65.6 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 65.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT+f | 65.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC+f | 60.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT+f | 57.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 56.6 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 56 | Not recorded | 68fa7a4a1e209131cea823a4 | ### SC+f AUROC: 71.4. Result ID: 69d5f6e047f34ce924bdf7df. [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: 70.2. Result ID: 69d5f6e047f34ce924bdf7dd. [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: 70.1. Result ID: 69d5f6e047f34ce924bdf7e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUROC: 69.6. Result ID: 69d5f6e047f34ce924bdf7dc. [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: 68.4. Result ID: 69d5f6e047f34ce924bdf7db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"true"}. This record does not assert independent reproduction. ### DIRECT AUROC: 68. Result ID: 69d5f6e047f34ce924bdf7da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUROC: 67.7. Result ID: 69d5f6e047f34ce924bdf7e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"false"}. This record does not assert independent reproduction. ### SC+f AUROC: 67.7. Result ID: 69d5f6e047f34ce924bdf7e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"true"}. This record does not assert independent reproduction. ### SC AUROC: 67.3. Result ID: 69d5f6e047f34ce924bdf7de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future Context":"false"}. This record does not assert independent reproduction. ### SC AUROC: 65.7. Result ID: 69d5f6e047f34ce924bdf7e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUROC: 65.7. Result ID: 69d5f6e047f34ce924bdf7e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"false"}. This record does not assert independent reproduction. ### DIRECT+f AUROC: 65.6. Result ID: 69d5f6e047f34ce924bdf7e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"true"}. This record does not assert independent reproduction. ### DIRECT AUROC: 65.5. Result ID: 69d5f6e047f34ce924bdf7e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future Context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT+f AUROC: 65.1. Result ID: 69d5f6e047f34ce924bdf7e9. [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: 60.2. Result ID: 69d5f6e047f34ce924bdf7eb. [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: 57.5. Result ID: 69d5f6e047f34ce924bdf7e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"true"}. This record does not assert independent reproduction. ### DIRECT AUROC: 56.6. Result ID: 69d5f6e047f34ce924bdf7e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future Context":"false"}. This record does not assert independent reproduction. ### SC AUROC: 56. Result ID: 69d5f6e047f34ce924bdf7ea. [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.