# Art Style Unlearning on UnlearnCanvas Van Gogh style Source: [Art Style Unlearning on UnlearnCanvas Van Gogh style]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:44:42.371Z Evaluation of Art Style Unlearning performance on the UnlearnCanvas dataset subset specific to Van Gogh style, utilizing metrics including FID, ARMU, ARDiMRA, and ARCL. 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 | Art Style Unlearning | | Dataset (including any stated split) | UnlearnCanvas Van Gogh style | | Metric | FID | | Unit | SCALAR | | Direction | Lower 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 - [FID](): Lower is better; unit: SCALAR. - [ARMU](): Lower is better; unit: SCALAR. - [ARDiMRA](): Higher is better; unit: SCALAR. - [ARCL](): Lower is better; unit: SCALAR. ## Recorded results | Method | FID | Result date | Report paper | | --- | --- | --- | --- | | DiMUM | 40.93 | Not recorded | 69311573d6b0dd3342933a71 | | Salun | 41 | Not recorded | 69311573d6b0dd3342933a71 | | Salun | 41.05 | Not recorded | 69311573d6b0dd3342933a71 | | DiMUM | 42.71 | Not recorded | 69311573d6b0dd3342933a71 | | Salun | 43.08 | Not recorded | 69311573d6b0dd3342933a71 | | SHS | 44.16 | Not recorded | 69311573d6b0dd3342933a71 | | SHS | 45.72 | Not recorded | 69311573d6b0dd3342933a71 | | DiMUM | 48.07 | Not recorded | 69311573d6b0dd3342933a71 | | SHS | 48.99 | Not recorded | 69311573d6b0dd3342933a71 | | CA | 52.39 | Not recorded | 69311573d6b0dd3342933a71 | | Ediff | 54.48 | Not recorded | 69311573d6b0dd3342933a71 | | CA | 56.82 | Not recorded | 69311573d6b0dd3342933a71 | | Ediff | 62.69 | Not recorded | 69311573d6b0dd3342933a71 | | ESD | 67.38 | Not recorded | 69311573d6b0dd3342933a71 | | ESD | 69.32 | Not recorded | 69311573d6b0dd3342933a71 | | CA | 70.45 | Not recorded | 69311573d6b0dd3342933a71 | | ESD | 70.84 | Not recorded | 69311573d6b0dd3342933a71 | | Ediff | 71.27 | Not recorded | 69311573d6b0dd3342933a71 | ### DiMUM FID: 40.93. Result ID: 69998d2a5698665ec4ff623a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"2K"}. This record does not assert independent reproduction. ### Salun FID: 41. Result ID: 69998d2a5698665ec4ff623e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"5K"}. This record does not assert independent reproduction. ### Salun FID: 41.05. Result ID: 69998d2a5698665ec4ff6238. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"2K"}. This record does not assert independent reproduction. ### DiMUM FID: 42.71. Result ID: 69998d2a5698665ec4ff6234. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"1K"}. This record does not assert independent reproduction. ### Salun FID: 43.08. Result ID: 69998d2a5698665ec4ff6232. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"1K"}. This record does not assert independent reproduction. ### SHS FID: 44.16. Result ID: 69998d2a5698665ec4ff623f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"5K"}. This record does not assert independent reproduction. ### SHS FID: 45.72. Result ID: 69998d2a5698665ec4ff6239. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"2K"}. This record does not assert independent reproduction. ### DiMUM FID: 48.07. Result ID: 69998d2a5698665ec4ff6240. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"5K"}. This record does not assert independent reproduction. ### SHS FID: 48.99. Result ID: 69998d2a5698665ec4ff6233. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"1K"}. This record does not assert independent reproduction. ### CA FID: 52.39. Result ID: 69998d2a5698665ec4ff622f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"1K"}. This record does not assert independent reproduction. ### Ediff FID: 54.48. Result ID: 69998d2a5698665ec4ff623d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Steps":"5K"}. This record does not assert independent reproduction. ### CA FID: 56.82. Result ID: 69998d2a5698665ec4ff6235. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"2K"}. This record does not assert independent reproduction. ### Ediff FID: 62.69. Result ID: 69998d2a5698665ec4ff6237. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Steps":"2K"}. This record does not assert independent reproduction. ### ESD FID: 67.38. Result ID: 69998d2a5698665ec4ff6236. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"2K"}. This record does not assert independent reproduction. ### ESD FID: 69.32. Result ID: 69998d2a5698665ec4ff6230. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"1K"}. This record does not assert independent reproduction. ### CA FID: 70.45. Result ID: 69998d2a5698665ec4ff623b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"5K"}. This record does not assert independent reproduction. ### ESD FID: 70.84. Result ID: 69998d2a5698665ec4ff623c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Steps":"5K"}. This record does not assert independent reproduction. ### Ediff FID: 71.27. Result ID: 69998d2a5698665ec4ff6231. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Steps":"1K"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.