# Image Classification on ImageNet Subset D (val)

Source: [Image Classification on ImageNet Subset D (val)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-subset-d-val>)

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

Data updated: 2026-05-14T06:58:29.702Z

Evaluation of Image Classification performance on the validation split of the ImageNet Subset D, reporting standard accuracy metrics.

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 Subset D (val) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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-subset-d-val.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| DIVER | 22.1 | Not recorded | 6a055714dbc836b87d828c8b |
| DIVER | 21.4 | Not recorded | 6a055714dbc836b87d828c8b |
| DIVER | 21.1 | Not recorded | 6a055714dbc836b87d828c8b |
| GLaD | 20 | Not recorded | 6a055714dbc836b87d828c8b |
| GLaD | 18.3 | Not recorded | 6a055714dbc836b87d828c8b |
| GLaD | 17.1 | Not recorded | 6a055714dbc836b87d828c8b |
| DD | 16.9 | Not recorded | 6a055714dbc836b87d828c8b |
| DD | 16.1 | Not recorded | 6a055714dbc836b87d828c8b |
| DD | 14.5 | Not recorded | 6a055714dbc836b87d828c8b |

### DIVER

Accuracy: 22.1. Result ID: 6a05729047f34ce924ebe6fb.

[Reporting paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

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

### DIVER

Accuracy: 21.4. Result ID: 6a05729047f34ce924ebe6f8.

[Reporting paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

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

### DIVER

Accuracy: 21.1. Result ID: 6a05729047f34ce924ebe6f5.

[Reporting paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

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

### GLaD

Accuracy: 20. Result ID: 6a05729047f34ce924ebe6fa.

[Reporting paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

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

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

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

### GLaD

Accuracy: 18.3. Result ID: 6a05729047f34ce924ebe6f4.

[Reporting paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

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

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

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

### GLaD

Accuracy: 17.1. Result ID: 6a05729047f34ce924ebe6f7.

[Reporting paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

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

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

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

### DD

Accuracy: 16.9. Result ID: 6a05729047f34ce924ebe6f6.

[Reporting paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71201e209131cea4f533.md>)

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

### DD

Accuracy: 16.1. Result ID: 6a05729047f34ce924ebe6f9.

[Reporting paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71201e209131cea4f533.md>)

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

### DD

Accuracy: 14.5. Result ID: 6a05729047f34ce924ebe6f3.

[Reporting paper](<https://www.sota2.com/research/paper/6a055714dbc836b87d828c8b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71201e209131cea4f533.md>)

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

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