# Image Classification on ImNet-E

Source: [Image Classification on ImNet-E](<https://www.sota2.com/research/sota/image-classification-on-imnet-e>)

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

Data updated: 2026-02-26T05:28:50.060Z

Evaluation of Image Classification performance on the ImNet-E dataset, reporting standard 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) | ImNet-E |
| 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-imnet-e.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| GLAD | 38.6 | Not recorded | 68fa6f311e209131cea44584 |
| GLAD | 38.4 | Not recorded | 68fa6f311e209131cea44584 |
| DC | 38.1 | Not recorded | 68fa6f311e209131cea44584 |
| DM | 36 | Not recorded | 68fa6f311e209131cea44584 |

### GLAD

Accuracy: 38.6. Result ID: 69909b7b3a6c31484901d296.

[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: {"Distil. Alg.":"DM","Distil. Space":"GLAD","Images per class":"10"}. This record does not assert independent reproduction.

### GLAD

Accuracy: 38.4. Result ID: 69909b7b3a6c31484901d294.

[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: {"Distil. Alg.":"DC","Distil. Space":"GLAD","Images per class":"10"}. This record does not assert independent reproduction.

### DC

Accuracy: 38.1. Result ID: 69909b7b3a6c31484901d293.

[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: {"Distil. Alg.":"DC","Distil. Space":"Pixel","Images per class":"10"}. This record does not assert independent reproduction.

### DM

Accuracy: 36. Result ID: 69909b7b3a6c31484901d295.

[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: {"Distil. Alg.":"DM","Distil. Space":"Pixel","Images per class":"10"}. This record does not assert independent reproduction.

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