# Image Cartoonization on Cartoonization User Study Source: [Image Cartoonization on Cartoonization User Study]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:56.461Z Evaluation of Image Cartoonization models using human preference scores collected from the Cartoonization User Study dataset. 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 | Image Cartoonization | | Dataset (including any stated split) | Cartoonization User Study | | Metric | Preference Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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 - [Preference Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Preference Score | Result date | Report paper | | --- | --- | --- | --- | | CARTOONER | 57.5 | Not recorded | 68fa6eb91e209131cea41c83 | | AnimeGANv2 | 17.5 | Not recorded | 68fa6eb91e209131cea41c83 | | WhiteboxGAN | 16.1 | Not recorded | 68fa6eb91e209131cea41c83 | | CartoonGAN | 8.9 | Not recorded | 68fa6eb91e209131cea41c83 | ### CARTOONER Preference Score: 57.5. Result ID: 69903d8d3a6c314849ff2913. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AnimeGANv2 Preference Score: 17.5. Result ID: 69903d8d3a6c314849ff2911. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WhiteboxGAN Preference Score: 16.1. Result ID: 69903d8d3a6c314849ff2912. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CartoonGAN Preference Score: 8.9. Result ID: 69903d8d3a6c314849ff2910. [Reporting 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.