# Image Classification on ImageNet 20 (RA %)

Source: [Image Classification on ImageNet 20 (RA %)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-20-ra-percent>)

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

Data updated: 2026-02-26T05:59:44.570Z

Evaluation of Image Classification performance on the ImageNet 20 dataset, focusing on Rank Accuracy (RA).

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 20 |
| Metric | RA |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [RA](<https://www.sota2.com/research/sota/image-classification-on-imagenet-20-ra-percent.md?metric=RA>): Higher is better; unit: PERCENT.

## Recorded results

| Method | RA | Result date | Report paper |
| --- | --- | --- | --- |
| ZePAD | 52.35 | Not recorded | 698eb024c97a0b3e3b5e6766 |
| Baseline | 24.62 | Not recorded | 698eb024c97a0b3e3b5e6766 |

### ZePAD

RA: 52.35. Result ID: 6998cdbd5698665ec4314679.

[Reporting paper](<https://www.sota2.com/research/paper/698eb024c97a0b3e3b5e6766.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698eb024c97a0b3e3b5e6766.md>)

Recorded evaluation configuration: {"Encoder Pair":"AVG","Scenario":"White-box"}. This record does not assert independent reproduction.

### Baseline

RA: 24.62. Result ID: 6998cdbd5698665ec4314678.

[Reporting paper](<https://www.sota2.com/research/paper/698eb024c97a0b3e3b5e6766.md>)

Recorded evaluation configuration: {"Encoder Pair":"AVG","Scenario":"White-box"}. This record does not assert independent reproduction.

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