# Image Classification on ImageNet (accuracy (%))

Source: [Image Classification on ImageNet (accuracy (%))](<https://www.sota2.com/research/sota/image-classification-on-imagenet-accuracy-percent>)

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

Data updated: 2026-03-09T07:54:59.341Z

Evaluation of standard Image Classification accuracy on the ImageNet 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) | ImageNet |
| 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-imagenet-accuracy-percent.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SGDM (full params) | 69.14 | Not recorded | 69ae53da2d603e6de3e42832 |
| SGDM-wor mask | 65.34 | Not recorded | 69ae53da2d603e6de3e42832 |
| SGDM-iid mask | 64.06 | Not recorded | 69ae53da2d603e6de3e42832 |

### SGDM (full params)

Accuracy: 69.14. Result ID: 69ae7cc26dbb7075b95662f2.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53da2d603e6de3e42832.md>)

Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction.

### SGDM-wor mask

Accuracy: 65.34. Result ID: 69ae7cc26dbb7075b95662f4.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53da2d603e6de3e42832.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ae53da2d603e6de3e42832.md>)

Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction.

### SGDM-iid mask

Accuracy: 64.06. Result ID: 69ae7cc26dbb7075b95662f3.

[Reporting paper](<https://www.sota2.com/research/paper/69ae53da2d603e6de3e42832.md>)

Recorded evaluation configuration: {"Backbone":"ResNet"}. This record does not assert independent reproduction.

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