# Image Classification on ImageNet-32 downsampled

Source: [Image Classification on ImageNet-32 downsampled](<https://www.sota2.com/research/sota/image-classification-on-imagenet-32-downsampled>)

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

Data updated: 2026-02-26T06:06:38.478Z

Evaluation of Image Classification performance on the ImageNet dataset rendered at 32x32 resolution, reporting Top-1 and Top-5 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-32 downsampled |
| Metric | Top-1 Acc |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [Top-1 Acc](<https://www.sota2.com/research/sota/image-classification-on-imagenet-32-downsampled.md?metric=Top-1%20Acc>): Higher is better; unit: PERCENT.

- [Top-5 Acc](<https://www.sota2.com/research/sota/image-classification-on-imagenet-32-downsampled.md?metric=Top-5%20Acc>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Top-1 Acc | Result date | Report paper |
| --- | --- | --- | --- |
| WRN-28-1 | 32.03 | Not recorded | 68fa6c131e209131cea31f69 |

### WRN-28-1

Top-1 Acc: 32.03. Result ID: 698ec800ffc3901de0a116f1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c131e209131cea31f69.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63671e209131ce9fe70d.md>)

[Implementation](<https://github.com/szagoruyko/wide-residual-networks>)

Recorded evaluation configuration: {"SIZE":"0.44M"}. This record does not assert independent reproduction.

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