# Image Classification on Tiny-ImageNet (10k labeled images)

Source: [Image Classification on Tiny-ImageNet (10k labeled images)](<https://www.sota2.com/research/sota/image-classification-on-tiny-imagenet-10k-labeled-images>)

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

Data updated: 2026-04-24T07:10:27.600Z

Evaluation of Image Classification performance on the Tiny-ImageNet subset containing 10k labeled images, measured by 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) | Tiny-ImageNet (10k labeled images) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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-tiny-imagenet-10k-labeled-images.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| JEPAMatch | 75.5 | Not recorded | 69eaf8e355a3c32af89f8782 |
| SoftMatch | 74.08 | Not recorded | 69eaf8e355a3c32af89f8782 |
| FlexMatch | 72.11 | Not recorded | 69eaf8e355a3c32af89f8782 |

### JEPAMatch

Accuracy: 75.5. Result ID: 69eb175847f34ce924d2cec8.

[Reporting paper](<https://www.sota2.com/research/paper/69eaf8e355a3c32af89f8782.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69eaf8e355a3c32af89f8782.md>)

Recorded evaluation configuration: {"Iteration":"2^18"}. This record does not assert independent reproduction.

### SoftMatch

Accuracy: 74.08. Result ID: 69eb175847f34ce924d2cec7.

[Reporting paper](<https://www.sota2.com/research/paper/69eaf8e355a3c32af89f8782.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ec31e209131cea41dad.md>)

Recorded evaluation configuration: {"Iteration":"2^18"}. This record does not assert independent reproduction.

### FlexMatch

Accuracy: 72.11. Result ID: 69eb175847f34ce924d2cec6.

[Reporting paper](<https://www.sota2.com/research/paper/69eaf8e355a3c32af89f8782.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Implementation](<https://github.com/TorchSSL/TorchSSL>)

Recorded evaluation configuration: {"Iteration":"2^18"}. This record does not assert independent reproduction.

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