# Hallucination Detection (AUCPR) on SC-GPT4 Source: [Hallucination Detection (AUCPR) on SC-GPT4]() Collection index: [llms.txt]() Data updated: 2026-04-08T06:36:52.840Z Evaluation of model performance on hallucination detection using the SC-GPT4 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-GPT4 | | 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 | 95.3 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 94.7 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 94.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 94.2 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 93.8 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 93.3 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 93 | Not recorded | 68fa7a4a1e209131cea823a4 | | SELFCHECKGPT | 92.6 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 92.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 92.4 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 91.7 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 91.7 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 91.1 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 90.8 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 90.6 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 89.5 | Not recorded | 68fa7a4a1e209131cea823a4 | | DIRECT | 88.8 | Not recorded | 68fa7a4a1e209131cea823a4 | | SC | 88.2 | Not recorded | 68fa7a4a1e209131cea823a4 | ### SELFCHECKGPT AUCPR: 95.3. Result ID: 69d5f6e047f34ce924bdf813. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 94.7. Result ID: 69d5f6e047f34ce924bdf812. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 94.4. Result ID: 69d5f6e047f34ce924bdf819. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"true"}. This record does not assert independent reproduction. ### SC AUCPR: 94.2. Result ID: 69d5f6e047f34ce924bdf815. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 93.8. Result ID: 69d5f6e047f34ce924bdf818. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"false"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 93.3. Result ID: 69d5f6e047f34ce924bdf81f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 93. Result ID: 69d5f6e047f34ce924bdf81d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"true"}. This record does not assert independent reproduction. ### SELFCHECKGPT AUCPR: 92.6. Result ID: 69d5f6e047f34ce924bdf81e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"false"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 92.4. Result ID: 69d5f6e047f34ce924bdf811. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 92.4. Result ID: 69d5f6e047f34ce924bdf81c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"false"}. This record does not assert independent reproduction. ### SC AUCPR: 91.7. Result ID: 69d5f6e047f34ce924bdf814. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"LLaMA 3.1","Future context":"false"}. This record does not assert independent reproduction. ### SC AUCPR: 91.7. Result ID: 69d5f6e047f34ce924bdf81b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 91.1. Result ID: 69d5f6e047f34ce924bdf810. [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: 69d5f6e047f34ce924bdf81a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"false"}. This record does not assert independent reproduction. ### SC AUCPR: 90.6. Result ID: 69d5f6e047f34ce924bdf821. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Qwen 2.5","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 89.5. Result ID: 69d5f6e047f34ce924bdf817. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"true"}. This record does not assert independent reproduction. ### DIRECT AUCPR: 88.8. Result ID: 69d5f6e047f34ce924bdf816. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Gemma 3","Future context":"false"}. This record does not assert independent reproduction. ### SC AUCPR: 88.2. Result ID: 69d5f6e047f34ce924bdf820. [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.