# Image Classification on Rotated Fashion-MNIST out-domain

Source: [Image Classification on Rotated Fashion-MNIST out-domain](<https://www.sota2.com/research/sota/image-classification-on-rotated-fashion-mnist-out-domain>)

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

Data updated: 2026-02-26T05:27:37.261Z

Evaluation of Image Classification performance on the out-domain split of the Rotated Fashion-MNIST dataset, reporting accuracy.

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 Classification |
| Dataset (including any stated split) | Rotated Fashion-MNIST out-domain |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/image-classification-on-rotated-fashion-mnist-out-domain.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| CSD | 78.9 | Not recorded | 68fa67511e209131cea15659 |
| ERM | 76.5 | Not recorded | 68fa67511e209131cea15659 |
| MASF | 72.4 | Not recorded | 68fa67511e209131cea15659 |

### CSD

Accuracy: 78.9. Result ID: 698d294a8b517eb4331f7509.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67511e209131cea15659.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67511e209131cea15659.md>)

[Implementation](<https://github.com/vihari/CSD>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ERM

Accuracy: 76.5. Result ID: 698d294a8b517eb4331f7507.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67511e209131cea15659.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### MASF

Accuracy: 72.4. Result ID: 698d294a8b517eb4331f7508.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67511e209131cea15659.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66931e209131cea1101b.md>)

[Implementation](<https://github.com/biomedia-mira/masf>)

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.