# Artistic Style Erasure on COCO-30k Prompts (test) Source: [Artistic Style Erasure on COCO-30k Prompts (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:38:49.366Z Evaluation of Artistic Style Erasure performance on the COCO-30k prompts test set, measured using Contrastive Similarity (CS) and Fréchet Inception Distance (FID) across specific artist styles (e.g., Van Gogh, Picasso). 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 | Artistic Style Erasure | | Dataset (including any stated split) | Artistic Style Dataset COCO-30k prompts (test) | | Metric | CS (Van Gogh) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 - [CS (Van Gogh)](): Higher is better; unit: PERCENT. - [FID (Van Gogh)](): Lower is better; unit: SCALAR. - [CS (Picasso)](): Higher is better; unit: PERCENT. - [FID (Picasso)](): Lower is better; unit: SCALAR. - [CS (Rembrandt)](): Higher is better; unit: PERCENT. - [FID (Rembrandt)](): Lower is better; unit: SCALAR. - [CS (Andy Warhol)](): Higher is better; unit: PERCENT. - [FID (Andy Warhol)](): Lower is better; unit: SCALAR. - [CS (Caravaggio)](): Higher is better; unit: PERCENT. - [FID (Caravaggio)](): Lower is better; unit: SCALAR. - [General FID](): Lower is better; unit: SCALAR. ## Recorded results | Method | CS (Van Gogh) | Result date | Report paper | | --- | --- | --- | --- | | SD v1.4 | 74.01 | Not recorded | 68fa72761e209131cea56871 | | SPM | 73.13 | Not recorded | 68fa72761e209131cea56871 | | SLD | 66.2 | Not recorded | 68fa72761e209131cea56871 | | SA | 65.55 | Not recorded | 68fa72761e209131cea56871 | | ConAbl | 65.02 | Not recorded | 68fa72761e209131cea56871 | | ESD | 64.83 | Not recorded | 68fa72761e209131cea56871 | | SA | 60.84 | Not recorded | 68fa72761e209131cea56871 | | SLD | 54.6 | Not recorded | 68fa72761e209131cea56871 | | ConAbl | 54.6 | Not recorded | 68fa72761e209131cea56871 | | SPM | 51.8 | Not recorded | 68fa72761e209131cea56871 | | ESD | 50.64 | Not recorded | 68fa72761e209131cea56871 | ### SD v1.4 CS (Van Gogh): 74.01. Result ID: 69922b593a6c3148490d0d9d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"status":"original model"}. This record does not assert independent reproduction. ### SPM CS (Van Gogh): 73.13. Result ID: 69922b593a6c3148490d0dac. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"erased\_style":"Rembrandt"}. This record does not assert independent reproduction. ### SLD CS (Van Gogh): 66.2. Result ID: 69922b593a6c3148490d0da8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"erased\_style":"Rembrandt"}. This record does not assert independent reproduction. ### SA CS (Van Gogh): 65.55. Result ID: 69922b593a6c3148490d0dab. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"erased\_style":"Rembrandt"}. This record does not assert independent reproduction. ### ConAbl CS (Van Gogh): 65.02. Result ID: 69922b593a6c3148490d0daa. [Reporting paper]() Recorded evaluation configuration: {"erased\_style":"Rembrandt"}. This record does not assert independent reproduction. ### ESD CS (Van Gogh): 64.83. Result ID: 69922b593a6c3148490d0da9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"erased\_style":"Rembrandt"}. This record does not assert independent reproduction. ### SA CS (Van Gogh): 60.84. Result ID: 69922b593a6c3148490d0da1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"erased\_style":"Van Gogh"}. This record does not assert independent reproduction. ### SLD CS (Van Gogh): 54.6. Result ID: 69922b593a6c3148490d0d9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"erased\_style":"Van Gogh"}. This record does not assert independent reproduction. ### ConAbl CS (Van Gogh): 54.6. Result ID: 69922b593a6c3148490d0da0. [Reporting paper]() Recorded evaluation configuration: {"erased\_style":"Van Gogh"}. This record does not assert independent reproduction. ### SPM CS (Van Gogh): 51.8. Result ID: 69922b593a6c3148490d0da2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"erased\_style":"Van Gogh"}. This record does not assert independent reproduction. ### ESD CS (Van Gogh): 50.64. Result ID: 69922b593a6c3148490d0d9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"erased\_style":"Van Gogh"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.