# Image Classification on ImageNet-E 256x256 (val)

Source: [Image Classification on ImageNet-E 256x256 (val)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-e-256x256-val>)

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

Data updated: 2026-02-26T05:28:49.837Z

Evaluation of Image Classification performance on the 256x256 validation split of the ImageNet-E robustness dataset, 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) | ImageNet-E 256x256 (val) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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-e-256x256-val.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| GLaD (Random G) | 29.8 | Not recorded | 68fa6f311e209131cea44584 |
| GLaD (Pokémon G) | 29.5 | Not recorded | 68fa6f311e209131cea44584 |
| GLaD (FFHQ G) | 29.4 | Not recorded | 68fa6f311e209131cea44584 |
| GLaD (ImageNet G) | 29.3 | Not recorded | 68fa6f311e209131cea44584 |
| DC (Pixel) | 23.5 | Not recorded | 68fa6f311e209131cea44584 |

### GLaD (Random G)

Accuracy: 29.8. Result ID: 69909b7a3a6c31484901d263.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f311e209131cea44584.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f311e209131cea44584.md>)

[Implementation](<https://georgecazenavette.github.io/glad/>)

Recorded evaluation configuration: {"Distillation Space":"Random G","Distillation Algorithm":"DC","Resolution":"256x256"}. This record does not assert independent reproduction.

### GLaD (Pokémon G)

Accuracy: 29.5. Result ID: 69909b7a3a6c31484901d264.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f311e209131cea44584.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f311e209131cea44584.md>)

[Implementation](<https://georgecazenavette.github.io/glad/>)

Recorded evaluation configuration: {"Distillation Space":"Pokémon G","Distillation Algorithm":"DC","Resolution":"256x256"}. This record does not assert independent reproduction.

### GLaD (FFHQ G)

Accuracy: 29.4. Result ID: 69909b7a3a6c31484901d265.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f311e209131cea44584.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f311e209131cea44584.md>)

[Implementation](<https://georgecazenavette.github.io/glad/>)

Recorded evaluation configuration: {"Distillation Space":"FFHQ G","Distillation Algorithm":"DC","Resolution":"256x256"}. This record does not assert independent reproduction.

### GLaD (ImageNet G)

Accuracy: 29.3. Result ID: 69909b7a3a6c31484901d262.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f311e209131cea44584.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f311e209131cea44584.md>)

[Implementation](<https://georgecazenavette.github.io/glad/>)

Recorded evaluation configuration: {"Distillation Space":"ImageNet G","Distillation Algorithm":"DC","Resolution":"256x256"}. This record does not assert independent reproduction.

### DC (Pixel)

Accuracy: 23.5. Result ID: 69909b7a3a6c31484901d261.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f311e209131cea44584.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa696f1e209131cea22018.md>)

Recorded evaluation configuration: {"Distillation Space":"Pixel","Distillation Algorithm":"DC","Resolution":"256x256"}. This record does not assert independent reproduction.

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