# Watermark Extraction on SD 3.5 Source: [Watermark Extraction on SD 3.5]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:21.415Z Evaluation of Watermark Extraction performance on the SD 3.5 dataset, reporting metrics such as Clean Bit Accuracy, Adversarial Bit Accuracy, and Payload Rate. 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 | Watermark Extraction | | Dataset (including any stated split) | SD 3.5 | | Metric | Clean Bit 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 - [Clean Bit Accuracy](): Higher is better; unit: PERCENT. - [Adversarial Bit Accuracy](): Higher is better; unit: PERCENT. - [Payload Rate](): Higher is better; unit: PERCENT. - [FLOPs (T)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Clean Bit Accuracy | Result date | Report paper | | --- | --- | --- | --- | | OSI | 99.93 | Not recorded | 698c0d4cc97a0b3e3b5e1304 | | GS | 99.82 | Not recorded | 698c0d4cc97a0b3e3b5e1304 | | OSI | 98.58 | Not recorded | 698c0d4cc97a0b3e3b5e1304 | | GS | 97.46 | Not recorded | 698c0d4cc97a0b3e3b5e1304 | | OSI | 88.87 | Not recorded | 698c0d4cc97a0b3e3b5e1304 | | GS | 85.2 | Not recorded | 698c0d4cc97a0b3e3b5e1304 | | OSI | 79.78 | Not recorded | 698c0d4cc97a0b3e3b5e1304 | | GS | 76.04 | Not recorded | 698c0d4cc97a0b3e3b5e1304 | ### OSI Clean Bit Accuracy: 99.93. Result ID: 69971f7e5698665ec46da96c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"f\_hw":"8"}. This record does not assert independent reproduction. ### GS Clean Bit Accuracy: 99.82. Result ID: 69971f7e5698665ec46da968. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"f\_hw":"8"}. This record does not assert independent reproduction. ### OSI Clean Bit Accuracy: 98.58. Result ID: 69971f7e5698665ec46da96b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"f\_hw":"4"}. This record does not assert independent reproduction. ### GS Clean Bit Accuracy: 97.46. Result ID: 69971f7e5698665ec46da967. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"f\_hw":"4"}. This record does not assert independent reproduction. ### OSI Clean Bit Accuracy: 88.87. Result ID: 69971f7e5698665ec46da96a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"f\_hw":"2"}. This record does not assert independent reproduction. ### GS Clean Bit Accuracy: 85.2. Result ID: 69971f7e5698665ec46da966. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"f\_hw":"2"}. This record does not assert independent reproduction. ### OSI Clean Bit Accuracy: 79.78. Result ID: 69971f7e5698665ec46da969. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"f\_hw":"1"}. This record does not assert independent reproduction. ### GS Clean Bit Accuracy: 76.04. Result ID: 69971f7e5698665ec46da965. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"f\_hw":"1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.