# Cartoonization on Shinkai (test)

Source: [Cartoonization on Shinkai (test)](<https://www.sota2.com/research/sota/cartoonization-on-shinkai-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:44:20.893Z

Evaluation of image cartoonization models using the test split of the Shinkai dataset, measured by Fréchet Inception Distance (FID) and FID\_CLIP.

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 | Cartoonization |
| Dataset (including any stated split) | Shinkai (test) |
| Metric | FID |
| Unit | SCALAR |
| Direction | Lower 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

- [FID](<https://www.sota2.com/research/sota/cartoonization-on-shinkai-test.md?metric=FID>): Lower is better; unit: SCALAR.

- [FID\_CLIP](<https://www.sota2.com/research/sota/cartoonization-on-shinkai-test.md?metric=FID_CLIP>): Lower is better; unit: SCALAR.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| CARTOONER | 132.57 | Not recorded | 68fa6eb91e209131cea41c83 |
| AnimeGANv2 | 146.28 | Not recorded | 68fa6eb91e209131cea41c83 |
| WhiteboxGAN | 150.69 | Not recorded | 68fa6eb91e209131cea41c83 |
| CartoonGAN | 167.66 | Not recorded | 68fa6eb91e209131cea41c83 |

### CARTOONER

FID: 132.57. Result ID: 69903d8d3a6c314849ff291b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eb91e209131cea41c83.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb91e209131cea41c83.md>)

Recorded evaluation configuration: {"texture levels (as, aa)":"0"}. This record does not assert independent reproduction.

### AnimeGANv2

FID: 146.28. Result ID: 69903d8d3a6c314849ff2919.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eb91e209131cea41c83.md>)

Recorded evaluation configuration: {"retrained\_on\_current\_datasets":true}. This record does not assert independent reproduction.

### WhiteboxGAN

FID: 150.69. Result ID: 69903d8d3a6c314849ff291a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eb91e209131cea41c83.md>)

Recorded evaluation configuration: {"retrained\_on\_current\_datasets":true}. This record does not assert independent reproduction.

### CartoonGAN

FID: 167.66. Result ID: 69903d8d3a6c314849ff2918.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6eb91e209131cea41c83.md>)

Recorded evaluation configuration: {"retrained\_on\_current\_datasets":true}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.