# Image Classification on Fashion MNIST 66 (test)

Source: [Image Classification on Fashion MNIST 66 (test)](<https://www.sota2.com/research/sota/image-classification-on-fashion-mnist-66-test>)

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

Data updated: 2026-02-26T05:27:07.333Z

Evaluation of Image Classification performance on the test split of the Fashion MNIST 66 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 Classification |
| Dataset (including any stated split) | Fashion MNIST 66 (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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-fashion-mnist-66-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| F-T DARTS | 96.91 | Not recorded | 68fa48ea1e209131ce933310 |
| VGG8B | 95.47 | Not recorded | 68fa48ea1e209131ce933310 |
| MLP | 91.63 | Not recorded | 68fa48ea1e209131ce933310 |
| CTM-8000 | 91.5 | Not recorded | 68fa48ea1e209131ce933310 |
| ConvPMM | 90.94 | Not recorded | 68fa48ea1e209131ce933310 |
| PMM | 88.58 | Not recorded | 68fa48ea1e209131ce933310 |
| CTM-250 | 88.25 | Not recorded | 68fa48ea1e209131ce933310 |
| GECCO | 88.09 | Not recorded | 68fa48ea1e209131ce933310 |

### F-T DARTS

Accuracy: 96.91. Result ID: 698b9ed87a967eddb7701788.

[Reporting paper](<https://www.sota2.com/research/paper/68fa48ea1e209131ce933310.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68ba1e209131cea1dcd5.md>)

Recorded evaluation configuration: {"float":"~3200000"}. This record does not assert independent reproduction.

### VGG8B

Accuracy: 95.47. Result ID: 698b9ed87a967eddb7701787.

[Reporting paper](<https://www.sota2.com/research/paper/68fa48ea1e209131ce933310.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c01e209131cea0c32c.md>)

[Implementation](<https://github.com/anokland/local-loss>)

Recorded evaluation configuration: {"float":"~7300000"}. This record does not assert independent reproduction.

### MLP

Accuracy: 91.63. Result ID: 698b9ed87a967eddb7701786.

[Reporting paper](<https://www.sota2.com/research/paper/68fa48ea1e209131ce933310.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c01e209131cea0c32c.md>)

[Implementation](<https://github.com/anokland/local-loss>)

Recorded evaluation configuration: {"float":2913290}. This record does not assert independent reproduction.

### CTM-8000

Accuracy: 91.5. Result ID: 698b9ed87a967eddb7701785.

[Reporting paper](<https://www.sota2.com/research/paper/68fa48ea1e209131ce933310.md>)

Recorded evaluation configuration: {"float":527250}. This record does not assert independent reproduction.

### ConvPMM

Accuracy: 90.94. Result ID: 698b9ed87a967eddb7701782.

[Reporting paper](<https://www.sota2.com/research/paper/68fa48ea1e209131ce933310.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa48ea1e209131ce933310.md>)

Recorded evaluation configuration: {"float":278280}. This record does not assert independent reproduction.

### PMM

Accuracy: 88.58. Result ID: 698b9ed87a967eddb7701781.

[Reporting paper](<https://www.sota2.com/research/paper/68fa48ea1e209131ce933310.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa48ea1e209131ce933310.md>)

Recorded evaluation configuration: {"float":16744}. This record does not assert independent reproduction.

### CTM-250

Accuracy: 88.25. Result ID: 698b9ed87a967eddb7701784.

[Reporting paper](<https://www.sota2.com/research/paper/68fa48ea1e209131ce933310.md>)

Recorded evaluation configuration: {"float":31750}. This record does not assert independent reproduction.

### GECCO

Accuracy: 88.09. Result ID: 698b9ed87a967eddb7701783.

[Reporting paper](<https://www.sota2.com/research/paper/68fa48ea1e209131ce933310.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73d51e209131cea5e63d.md>)

[Implementation](<https://github.com/GECCOProject/GECCO>)

Recorded evaluation configuration: {"float":"~19000"}. This record does not assert independent reproduction.

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