# AIGI detection on DDA-COCO Source: [AIGI detection on DDA-COCO]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:51.892Z Evaluation of AIGI detection performance on the DDA-COCO dataset, reporting accuracy metrics for various Stable Diffusion models (SDXL, SD2, SD3.5L). 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) | DDA-COCO | | Metric | SDXL Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [SDXL Accuracy](): Higher is better; unit: PERCENT. - [SD2 Accuracy](): Higher is better; unit: PERCENT. - [SD3.5L Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | SDXL Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DDA | 94.9 | Not recorded | 698181eba8b01e76cc8e2944 | | Effort | 51.1 | Not recorded | 698181eba8b01e76cc8e2944 | | OMAT | 21.1 | Not recorded | 698181eba8b01e76cc8e2944 | | SigLIP2-Linear | 7.1 | Not recorded | 698181eba8b01e76cc8e2944 | | PE-CLIP-Linear | 6.6 | Not recorded | 698181eba8b01e76cc8e2944 | | MetaCLIP2-Linear | 5.7 | Not recorded | 698181eba8b01e76cc8e2944 | | DINOv3-Linear | 3 | Not recorded | 698181eba8b01e76cc8e2944 | | CNNSpot | 1.4 | Not recorded | 698181eba8b01e76cc8e2944 | ### DDA SDXL Accuracy: 94.9. Result ID: 69975d505698665ec4afe518. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Effort SDXL Accuracy: 51.1. Result ID: 69975d505698665ec4afe51a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OMAT SDXL Accuracy: 21.1. Result ID: 69975d505698665ec4afe519. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SigLIP2-Linear SDXL Accuracy: 7.1. Result ID: 69975d505698665ec4afe51b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear Probing"}. This record does not assert independent reproduction. ### PE-CLIP-Linear SDXL Accuracy: 6.6. Result ID: 69975d505698665ec4afe51d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear Probing"}. This record does not assert independent reproduction. ### MetaCLIP2-Linear SDXL Accuracy: 5.7. Result ID: 69975d505698665ec4afe51c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear Probing"}. This record does not assert independent reproduction. ### DINOv3-Linear SDXL Accuracy: 3. Result ID: 69975d505698665ec4afe51e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Linear Probing"}. This record does not assert independent reproduction. ### CNNSpot SDXL Accuracy: 1.4. Result ID: 69975d505698665ec4afe517. [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.