# Anonymization on Indoor Source: [Anonymization on Indoor]() Collection index: [llms.txt]() Data updated: 2026-03-31T12:33:34.696Z Evaluation of Anonymization techniques applied to the Indoor scene understanding dataset, measured using Accuracy, FaceSim, TextSim, and Race Entropy. 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 | Anonymization | | Dataset (including any stated split) | Indoor | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [FaceSim](): Higher is better; unit: PERCENT. - [TextSim](): Higher is better; unit: PERCENT. - [Race Entropy](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DeepPrivacy2 | 84.03 | Not recorded | 69cb55850636e5bf4afca46f | | FaceAnonSimple | 84.03 | Not recorded | 69cb55850636e5bf4afca46f | | Raw Images | 83.881 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (FreePrompt) | 82.537 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (FreePrompt) | 81.567 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (FlowEdit) | 80.746 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (FlowEdit) | 80.746 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (FreePrompt) | 80.522 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (FlowEdit) | 80.448 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (OminiControl) | 80 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (FlowEdit) | 79.925 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (FreePrompt) | 79.254 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (FreePrompt) | 78.881 | Not recorded | 69cb55850636e5bf4afca46f | | Unsafe2Safe (FlowEdit) | 77.09 | Not recorded | 69cb55850636e5bf4afca46f | ### DeepPrivacy2 Accuracy: 84.03. Result ID: 69cbbf1c47f34ce924b560f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FaceAnonSimple Accuracy: 84.03. Result ID: 69cbbf1c47f34ce924b560f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Raw Images Accuracy: 83.881. Result ID: 69cbbf1c47f34ce924b560ea. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Unsafe2Safe (FreePrompt) Accuracy: 82.537. Result ID: 69cbbf1c47f34ce924b560f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"c\_public"}. This record does not assert independent reproduction. ### Unsafe2Safe (FreePrompt) Accuracy: 81.567. Result ID: 69cbbf1c47f34ce924b560f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"c\_private"}. This record does not assert independent reproduction. ### Unsafe2Safe (FlowEdit) Accuracy: 80.746. Result ID: 69cbbf1c47f34ce924b560ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"c\_public"}. This record does not assert independent reproduction. ### Unsafe2Safe (FlowEdit) Accuracy: 80.746. Result ID: 69cbbf1c47f34ce924b560ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"LLM (c\_edit, c\_public)"}. This record does not assert independent reproduction. ### Unsafe2Safe (FreePrompt) Accuracy: 80.522. Result ID: 69cbbf1c47f34ce924b560f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"LLM (c\_edit, c\_public)"}. This record does not assert independent reproduction. ### Unsafe2Safe (FlowEdit) Accuracy: 80.448. Result ID: 69cbbf1c47f34ce924b560ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"class"}. This record does not assert independent reproduction. ### Unsafe2Safe (OminiControl) Accuracy: 80. Result ID: 69cbbf1c47f34ce924b560f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"c\_edit","finetuned":true}. This record does not assert independent reproduction. ### Unsafe2Safe (FlowEdit) Accuracy: 79.925. Result ID: 69cbbf1c47f34ce924b560eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"c\_private"}. This record does not assert independent reproduction. ### Unsafe2Safe (FreePrompt) Accuracy: 79.254. Result ID: 69cbbf1c47f34ce924b560f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"class"}. This record does not assert independent reproduction. ### Unsafe2Safe (FreePrompt) Accuracy: 78.881. Result ID: 69cbbf1c47f34ce924b560f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"c\_edit"}. This record does not assert independent reproduction. ### Unsafe2Safe (FlowEdit) Accuracy: 77.09. Result ID: 69cbbf1c47f34ce924b560ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Text Prior":"c\_edit"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.