# Hallucination Detection on SC-Vicuna (AUCPR) Source: [Hallucination Detection on SC-Vicuna (AUCPR)]() Collection index: [llms.txt]() Data updated: 2026-04-08T06:36:52.902Z Evaluation of model performance on hallucination detection using the SC-Vicuna dataset, specifically measured using AUCPR. 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 | AUCPR | | 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 - [AUCPR](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUCPR | Result date | Report paper | | --- | --- | --- | --- | | SELFCHECKGPT | 91.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 90.7 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 90.3 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 90.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 89.3 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 89.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 88.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 88.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 88.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 88.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 88.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 87.9 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 87.7 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 87.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 86 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 84.9 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 84.6 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 84.4 | Not recorded | 68fa7a4a1e209131cea823a4 | ### SELFCHECKGPT AUCPR: 91.1. Result ID: 69d5f6e047f34ce924bdf837. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 90.7. Result ID: 69d5f6e047f34ce924bdf83d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"true"}. This record does not assert independent reproduction. ### SC AUCPR: 90.3. Result ID: 69d5f6e047f34ce924bdf839. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 90.2. Result ID: 69d5f6e047f34ce924bdf836. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 89.3. Result ID: 69d5f6e047f34ce924bdf83c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"false"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 89.2. Result ID: 69d5f6e047f34ce924bdf835. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"true"}. This record does not assert independent reproduction. ### SC AUCPR: 88.5. Result ID: 69d5f6e047f34ce924bdf83f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 88.5. Result ID: 69d5f6e047f34ce924bdf842. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"false"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 88.4. Result ID: 69d5f6e047f34ce924bdf834. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 88.4. Result ID: 69d5f6e047f34ce924bdf843. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"true"}. This record does not assert independent reproduction. ### SC AUCPR: 88.1. Result ID: 69d5f6e047f34ce924bdf838. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"false"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 87.9. Result ID: 69d5f6e047f34ce924bdf840. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"false"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 87.7. Result ID: 69d5f6e047f34ce924bdf841. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"true"}. This record does not assert independent reproduction. ### SC AUCPR: 87.5. Result ID: 69d5f6e047f34ce924bdf83e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"false"}. This record does not assert independent reproduction. ### SC AUCPR: 86. Result ID: 69d5f6e047f34ce924bdf845. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 84.9. Result ID: 69d5f6e047f34ce924bdf83b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 84.6. Result ID: 69d5f6e047f34ce924bdf83a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"false"}. This record does not assert independent reproduction. ### SC AUCPR: 84.4. Result ID: 69d5f6e047f34ce924bdf844. [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.