# Image Classification on Imagenette NCFM setup (test)

Source: [Image Classification on Imagenette NCFM setup (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenette-ncfm-setup-test>)

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

Data updated: 2026-02-26T05:31:56.766Z

Evaluation of Image Classification performance on the test split of the Imagenette dataset configured using the NCFM setup, measured by 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) | Imagenette NCFM setup (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/image-classification-on-imagenette-ncfm-setup-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| GeoDM | 64.8 | Not recorded | 6938fe7a6cfd488761a53baf |
| NCFM | 63.2 | Not recorded | 6938fe7a6cfd488761a53baf |
| GeoDM | 43.9 | Not recorded | 6938fe7a6cfd488761a53baf |
| NCFM | 42.5 | Not recorded | 6938fe7a6cfd488761a53baf |

### GeoDM

Accuracy: 64.8. Result ID: 699870795698665ec4d08a1e.

[Reporting paper](<https://www.sota2.com/research/paper/6938fe7a6cfd488761a53baf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6938fe7a6cfd488761a53baf.md>)

Recorded evaluation configuration: {"Geometry":"Product","IPC":"10"}. This record does not assert independent reproduction.

### NCFM

Accuracy: 63.2. Result ID: 699870795698665ec4d08a1c.

[Reporting paper](<https://www.sota2.com/research/paper/6938fe7a6cfd488761a53baf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77281e209131cea71713.md>)

Recorded evaluation configuration: {"Geometry":"Euclidean","IPC":"10"}. This record does not assert independent reproduction.

### GeoDM

Accuracy: 43.9. Result ID: 699870795698665ec4d08a1d.

[Reporting paper](<https://www.sota2.com/research/paper/6938fe7a6cfd488761a53baf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6938fe7a6cfd488761a53baf.md>)

Recorded evaluation configuration: {"Geometry":"Product","IPC":"1"}. This record does not assert independent reproduction.

### NCFM

Accuracy: 42.5. Result ID: 699870795698665ec4d08a1b.

[Reporting paper](<https://www.sota2.com/research/paper/6938fe7a6cfd488761a53baf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77281e209131cea71713.md>)

Recorded evaluation configuration: {"Geometry":"Euclidean","IPC":"1"}. This record does not assert independent reproduction.

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