# Classification on ImageNet 20 (test)

Source: [Classification on ImageNet 20 (test)](<https://www.sota2.com/research/sota/classification-on-imagenet-20-test>)

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

Data updated: 2026-02-26T05:59:44.759Z

Evaluation of Classification performance on the test split of the ImageNet 20 dataset, using 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 | Classification |
| Dataset (including any stated split) | ImageNet 20 (test) |
| 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/classification-on-imagenet-20-test.md?metric=RA%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | RA (%) | Result date | Report paper |
| --- | --- | --- | --- |
| ZePAD (SimCLR) | 61.07 | Not recorded | 698eb024c97a0b3e3b5e6766 |
| SimCLR (Baseline) | 30.69 | Not recorded | 698eb024c97a0b3e3b5e6766 |

### ZePAD (SimCLR)

RA (%): 61.07. Result ID: 6998cdbd5698665ec4314659.

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

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

Recorded evaluation configuration: {"Pre-training Dataset (Dp)":"ImageNet","SSL Encoder":"SimCLR","Backbone":"ResNet-18"}. This record does not assert independent reproduction.

### SimCLR (Baseline)

RA (%): 30.69. Result ID: 6998cdbd5698665ec4314658.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d71e209131cea18de5.md>)

[Implementation](<https://github.com/google-research/simclr>)

Recorded evaluation configuration: {"Pre-training Dataset (Dp)":"ImageNet","SSL Method":"SimCLR","Backbone":"ResNet-18"}. This record does not assert independent reproduction.

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