# Image Classification on CIFAR-10 (Baseline and Delta Tracking)

Source: [Image Classification on CIFAR-10 (Baseline and Delta Tracking)](<https://www.sota2.com/research/sota/image-classification-on-cifar-10-baseline-and-delta-tracking>)

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

Data updated: 2026-02-26T05:32:31.418Z

Evaluation of standard Image Classification performance on CIFAR-10, reporting a baseline accuracy score and the change (delta) relative to a previous evaluation.

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) | CIFAR-10 |
| 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-cifar-10-baseline-and-delta-tracking.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Accuracy Delta](<https://www.sota2.com/research/sota/image-classification-on-cifar-10-baseline-and-delta-tracking.md?metric=Accuracy%20Delta>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| DCP | 94.47 | Not recorded | 6937ad2d6cfd488761a4ea24 |
| NEXP | 94.32 | Not recorded | 6937ad2d6cfd488761a4ea24 |
| DTP | 93.7 | Not recorded | 6937ad2d6cfd488761a4ea24 |

### DCP

Accuracy: 94.47. Result ID: 699981165698665ec4f14a2f.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad2d6cfd488761a4ea24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa654b1e209131cea09607.md>)

Recorded evaluation configuration: {"Backbone":"MobileNet-v2","#Params":"1.31×","#FLOPs":"1.36×"}. This record does not assert independent reproduction.

### NEXP

Accuracy: 94.32. Result ID: 699981165698665ec4f14a30.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad2d6cfd488761a4ea24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6937ad2d6cfd488761a4ea24.md>)

Recorded evaluation configuration: {"Backbone":"MobileNet-v2","#Params":"2.25×","#FLOPs":"2.11×"}. This record does not assert independent reproduction.

### DTP

Accuracy: 93.7. Result ID: 699981165698665ec4f14a31.

[Reporting paper](<https://www.sota2.com/research/paper/6937ad2d6cfd488761a4ea24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa703e1e209131cea49eb2.md>)

Recorded evaluation configuration: {"Backbone":"MobileNet-v2","#Params":"2.50×","#FLOPs":"-"}. This record does not assert independent reproduction.

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