# AIGI Detection on OpenSDI v1.5 (train test) Source: [AIGI Detection on OpenSDI v1.5 (train test)]() Collection index: [llms.txt]() Data updated: 2026-04-30T08:02:47.883Z Evaluation of AIGI Detection performance on the OpenSDI v1.5 dataset (train test split), reporting F1 and Accuracy scores across multiple generative model versions (SD1.5, SD2.1, SDXL, SD3, Flux). 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 | AIGI Detection | | Dataset (including any stated split) | OpenSDI v1.5 (train test) | | Metric | F1 Score (SD1.5) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [F1 Score (SD1.5)](): Higher is better; unit: PERCENT. - [Accuracy (SD1.5)](): Higher is better; unit: PERCENT. - [F1 Score (SD2.1)](): Higher is better; unit: PERCENT. - [Accuracy (SD2.1)](): Higher is better; unit: PERCENT. - [F1 Score (SDXL)](): Higher is better; unit: PERCENT. - [Accuracy (SDXL)](): Higher is better; unit: PERCENT. - [F1 Score (SD3)](): Higher is better; unit: PERCENT. - [Accuracy (SD3)](): Higher is better; unit: PERCENT. - [F1 Score (Flux)](): Higher is better; unit: PERCENT. - [Accuracy (Flux)](): Higher is better; unit: PERCENT. - [Mean F1 Score](): Higher is better; unit: PERCENT. - [Mean Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score (SD1.5) | Result date | Report paper | | --- | --- | --- | --- | | CAT-Net | 96.15 | Not recorded | 69f2e20e55a3c32af89fc644 | | PSCC-Net | 96.07 | Not recorded | 69f2e20e55a3c32af89fc644 | | IML-ViT | 94.47 | Not recorded | 69f2e20e55a3c32af89fc644 | | MVSS-Net | 93.47 | Not recorded | 69f2e20e55a3c32af89fc644 | | MaskCLIP | 92.64 | Not recorded | 69f2e20e55a3c32af89fc644 | | PE-Core-ViT-G + TAP | 92.16 | Not recorded | 69f2e20e55a3c32af89fc644 | | RINE | 91.08 | Not recorded | 69f2e20e55a3c32af89fc644 | | TruFor | 90.12 | Not recorded | 69f2e20e55a3c32af89fc644 | | PE-Core-ViT-L + TAP | 89.19 | Not recorded | 69f2e20e55a3c32af89fc644 | | PE-Core-ViT-G | 87.11 | Not recorded | 69f2e20e55a3c32af89fc644 | | DualSight | 85.5 | Not recorded | 69f2e20e55a3c32af89fc644 | | CNNSpot | 84.6 | Not recorded | 69f2e20e55a3c32af89fc644 | | DeCLIP | 80.68 | Not recorded | 69f2e20e55a3c32af89fc644 | | GramNet | 80.51 | Not recorded | 69f2e20e55a3c32af89fc644 | | PE-Core-ViT-L | 80.4 | Not recorded | 69f2e20e55a3c32af89fc644 | | NPR | 79.41 | Not recorded | 69f2e20e55a3c32af89fc644 | | UniFD | 77.45 | Not recorded | 69f2e20e55a3c32af89fc644 | | FreqNet | 75.88 | Not recorded | 69f2e20e55a3c32af89fc644 | | ObjectFormer | 71.72 | Not recorded | 69f2e20e55a3c32af89fc644 | ### CAT-Net F1 Score (SD1.5): 96.15. Result ID: 69f30b5347f34ce924d9416e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PSCC-Net F1 Score (SD1.5): 96.07. Result ID: 69f30b5347f34ce924d9416f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IML-ViT F1 Score (SD1.5): 94.47. Result ID: 69f30b5347f34ce924d94173. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MVSS-Net F1 Score (SD1.5): 93.47. Result ID: 69f30b5347f34ce924d9416d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MaskCLIP F1 Score (SD1.5): 92.64. Result ID: 69f30b5347f34ce924d94174. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PE-Core-ViT-G + TAP F1 Score (SD1.5): 92.16. Result ID: 69f30b5347f34ce924d94179. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-G","TAP":"true"}. This record does not assert independent reproduction. ### RINE F1 Score (SD1.5): 91.08. Result ID: 69f30b5347f34ce924d9416c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TruFor F1 Score (SD1.5): 90.12. Result ID: 69f30b5347f34ce924d94171. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PE-Core-ViT-L + TAP F1 Score (SD1.5): 89.19. Result ID: 69f30b5347f34ce924d94177. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-L","TAP":"true"}. This record does not assert independent reproduction. ### PE-Core-ViT-G F1 Score (SD1.5): 87.11. Result ID: 69f30b5347f34ce924d94178. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-G","TAP":"false"}. This record does not assert independent reproduction. ### DualSight F1 Score (SD1.5): 85.5. Result ID: 69f30b5347f34ce924d94175. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNNSpot F1 Score (SD1.5): 84.6. Result ID: 69f30b5347f34ce924d94167. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeCLIP F1 Score (SD1.5): 80.68. Result ID: 69f30b5347f34ce924d94172. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GramNet F1 Score (SD1.5): 80.51. Result ID: 69f30b5347f34ce924d94168. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PE-Core-ViT-L F1 Score (SD1.5): 80.4. Result ID: 69f30b5347f34ce924d94176. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-L","TAP":"false"}. This record does not assert independent reproduction. ### NPR F1 Score (SD1.5): 79.41. Result ID: 69f30b5347f34ce924d9416a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UniFD F1 Score (SD1.5): 77.45. Result ID: 69f30b5347f34ce924d9416b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FreqNet F1 Score (SD1.5): 75.88. Result ID: 69f30b5347f34ce924d94169. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ObjectFormer F1 Score (SD1.5): 71.72. Result ID: 69f30b5347f34ce924d94170. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.