# Classification on MNIST+USPS, MSRC+VOC

Source: [Classification on MNIST+USPS, MSRC+VOC](<https://www.sota2.com/research/sota/classification-on-mnist-plus-usps-msrc-plus-voc>)

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

Data updated: 2026-02-26T05:27:12.812Z

Evaluation of Classification performance across the combined datasets MNIST, USPS, MSRC, and VOC.

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) | MNIST+USPS, MSRC+VOC |
| 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/classification-on-mnist-plus-usps-msrc-plus-voc.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| 1-NN | 41.89 | Not recorded | 68fa62a31e209131ce9fa794 |
| DAM | 40.45 | Not recorded | 68fa62a31e209131ce9fa794 |
| L-SVM | 38.23 | Not recorded | 68fa62a31e209131ce9fa794 |

### 1-NN

Accuracy: 41.89. Result ID: 698bde94ecace47ef5596525.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"Raw"}. This record does not assert independent reproduction.

### DAM

Accuracy: 40.45. Result ID: 698bde94ecace47ef5596527.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"Raw"}. This record does not assert independent reproduction.

### L-SVM

Accuracy: 38.23. Result ID: 698bde94ecace47ef5596526.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"Raw"}. This record does not assert independent reproduction.

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