# Image Classification on TinyImageNet cross-dataset transfer

Source: [Image Classification on TinyImageNet cross-dataset transfer](<https://www.sota2.com/research/sota/image-classification-on-tinyimagenet-cross-dataset-transfer>)

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

Data updated: 2026-04-14T07:25:14.165Z

Evaluation of Image Classification performance on the TinyImageNet dataset specifically within a cross-dataset transfer learning scenario, measured by standard 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) | TinyImageNet cross-dataset transfer |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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-tinyimagenet-cross-dataset-transfer.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| OQC-dynamic | 51.88 | Not recorded | 69ddca057d0172140ec79947 |
| OQC-static | 51.47 | Not recorded | 69ddca057d0172140ec79947 |
| OQC full | 51.36 | Not recorded | 69ddca057d0172140ec79947 |
| OQC-LR r56 | 51.35 | Not recorded | 69ddca057d0172140ec79947 |
| AFBO+PR | 50.45 | Not recorded | 69ddca057d0172140ec79947 |

### OQC-dynamic

Accuracy: 51.88. Result ID: 69ddebc047f34ce924c4f70f.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca057d0172140ec79947.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca057d0172140ec79947.md>)

Recorded evaluation configuration: {"Params (M)":"7.65","Img/s":"9051"}. This record does not assert independent reproduction.

### OQC-static

Accuracy: 51.47. Result ID: 69ddebc047f34ce924c4f70e.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca057d0172140ec79947.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca057d0172140ec79947.md>)

Recorded evaluation configuration: {"Params (M)":"7.65","Img/s":"9108"}. This record does not assert independent reproduction.

### OQC full

Accuracy: 51.36. Result ID: 69ddebc047f34ce924c4f70c.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca057d0172140ec79947.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca057d0172140ec79947.md>)

Recorded evaluation configuration: {"Params (M)":"7.03","Img/s":"8085"}. This record does not assert independent reproduction.

### OQC-LR r56

Accuracy: 51.35. Result ID: 69ddebc047f34ce924c4f70d.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca057d0172140ec79947.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca057d0172140ec79947.md>)

Recorded evaluation configuration: {"Params (M)":"7.25","Img/s":"9400"}. This record does not assert independent reproduction.

### AFBO+PR

Accuracy: 50.45. Result ID: 69ddebc047f34ce924c4f70b.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca057d0172140ec79947.md>)

Recorded evaluation configuration: {"Params (M)":"6.43","Img/s":"11900"}. This record does not assert independent reproduction.

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