# Image Classification on ImageNet-1k (val) (DsCo Accuracy and Full Accuracy)

Source: [Image Classification on ImageNet-1k (val) (DsCo Accuracy and Full Accuracy)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-val-dsco-accuracy-and-full-accuracy>)

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

Data updated: 2026-03-31T10:41:10.527Z

Evaluation of Image Classification performance on the validation split of ImageNet-1K, reporting DsCo Accuracy and Full 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-1k (val) |
| Metric | DsCo Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [DsCo Accuracy](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-val-dsco-accuracy-and-full-accuracy.md?metric=DsCo%20Accuracy>): Higher is better; unit: PERCENT.

- [Full Accuracy](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-val-dsco-accuracy-and-full-accuracy.md?metric=Full%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | DsCo Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| DsCo | 70.1 | Not recorded | 69cb55390636e5bf4afca0cf |
| DsCo | 69.1 | Not recorded | 69cb55390636e5bf4afca0cf |
| DsCo | 69 | Not recorded | 69cb55390636e5bf4afca0cf |
| DsCo | 67.2 | Not recorded | 69cb55390636e5bf4afca0cf |
| DsCo | 66.4 | Not recorded | 69cb55390636e5bf4afca0cf |

### DsCo

DsCo Accuracy: 70.1. Result ID: 69cba3f647f34ce924b49e40.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55390636e5bf4afca0cf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55390636e5bf4afca0cf.md>)

Recorded evaluation configuration: {"Model":"ResNet-101","IPC":"700","Labeling":"ResNet-18 soft labels"}. This record does not assert independent reproduction.

### DsCo

DsCo Accuracy: 69.1. Result ID: 69cba3f647f34ce924b49e3e.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55390636e5bf4afca0cf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55390636e5bf4afca0cf.md>)

Recorded evaluation configuration: {"Model":"ResNet-34","IPC":"700","Labeling":"ResNet-18 soft labels"}. This record does not assert independent reproduction.

### DsCo

DsCo Accuracy: 69. Result ID: 69cba3f647f34ce924b49e3c.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55390636e5bf4afca0cf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55390636e5bf4afca0cf.md>)

Recorded evaluation configuration: {"Model":"ResNet-18","IPC":"700","Labeling":"ResNet-18 soft labels"}. This record does not assert independent reproduction.

### DsCo

DsCo Accuracy: 67.2. Result ID: 69cba3f647f34ce924b49e44.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55390636e5bf4afca0cf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55390636e5bf4afca0cf.md>)

Recorded evaluation configuration: {"Model":"DenseNet-121","IPC":"700","Labeling":"ResNet-18 soft labels"}. This record does not assert independent reproduction.

### DsCo

DsCo Accuracy: 66.4. Result ID: 69cba3f647f34ce924b49e42.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55390636e5bf4afca0cf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55390636e5bf4afca0cf.md>)

Recorded evaluation configuration: {"Model":"EfficientNet-B0","IPC":"700","Labeling":"ResNet-18 soft labels"}. This record does not assert independent reproduction.

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