# Hallucination Detection on SC-LLaMA (AUCPR) Source: [Hallucination Detection on SC-LLaMA (AUCPR)]() Collection index: [llms.txt]() Data updated: 2026-04-08T06:36:52.873Z Evaluation of model performance on Hallucination Detection using the SC-LLaMA dataset, measured by 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-LLaMA | | 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 | 93.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 93.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 92.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 92.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 92 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 91.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 91.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 91.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 91 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 90.8 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 90.6 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 90.6 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 90.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 90.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 89.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 88.3 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 88 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 87.2 | Not recorded | 68fa7a4a1e209131cea823a4 | ### SELFCHECKGPT AUCPR: 93.4. Result ID: 69d5f6e047f34ce924bdf825. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 93.2. Result ID: 69d5f6e047f34ce924bdf82b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"true"}. This record does not assert independent reproduction. ### SC AUCPR: 92.5. Result ID: 69d5f6e047f34ce924bdf827. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 92.2. Result ID: 69d5f6e047f34ce924bdf824. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 92. Result ID: 69d5f6e047f34ce924bdf82a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"false"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 91.5. Result ID: 69d5f6e047f34ce924bdf823. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 91.4. Result ID: 69d5f6e047f34ce924bdf82f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 91.1. Result ID: 69d5f6e047f34ce924bdf831. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"true"}. This record does not assert independent reproduction. ### SC AUCPR: 91. Result ID: 69d5f6e047f34ce924bdf826. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"false"}. This record does not assert independent reproduction. ### SC AUCPR: 90.8. Result ID: 69d5f6e047f34ce924bdf82d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 90.6. Result ID: 69d5f6e047f34ce924bdf822. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"false"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 90.6. Result ID: 69d5f6e047f34ce924bdf82e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 90.5. Result ID: 69d5f6e047f34ce924bdf830. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"false"}. This record does not assert independent reproduction. ### SC AUCPR: 90.1. Result ID: 69d5f6e047f34ce924bdf82c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"false"}. This record does not assert independent reproduction. ### SC AUCPR: 89.4. Result ID: 69d5f6e047f34ce924bdf833. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 88.3. Result ID: 69d5f6e047f34ce924bdf829. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 88. Result ID: 69d5f6e047f34ce924bdf828. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"false"}. This record does not assert independent reproduction. ### SC AUCPR: 87.2. Result ID: 69d5f6e047f34ce924bdf832. [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.