# Digit Classification on MNIST MT

Source: [Digit Classification on MNIST MT](<https://www.sota2.com/research/sota/digit-classification-on-mnist-mt>)

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

Data updated: 2026-02-26T05:28:45.577Z

Evaluation of Digit Classification performance on the MNIST MT dataset, reporting 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 | Digit Classification |
| Dataset (including any stated split) | MNIST MT |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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/digit-classification-on-mnist-mt.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Standard Learning | 99.2 | Not recorded | 68fa6ed11e209131cea42650 |
| target-free CUTI-domain | 98.8 | Not recorded | 68fa6ed11e209131cea42650 |
| Standard Learning | 98.4 | Not recorded | 68fa6ed11e209131cea42650 |
| Standard Learning | 92.6 | Not recorded | 68fa6ed11e209131cea42650 |
| Standard Learning | 66.7 | Not recorded | 68fa6ed11e209131cea42650 |
| target-free CUTI-domain | 19.6 | Not recorded | 68fa6ed11e209131cea42650 |
| target-free CUTI-domain | 11.9 | Not recorded | 68fa6ed11e209131cea42650 |
| target-free CUTI-domain | 9.1 | Not recorded | 68fa6ed11e209131cea42650 |

### Standard Learning

Accuracy: 99.2. Result ID: 69904db73a6c314849ff9351.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

Recorded evaluation configuration: {"Source Domain":"MT"}. This record does not assert independent reproduction.

### target-free CUTI-domain

Accuracy: 98.8. Result ID: 69904db73a6c314849ff9352.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

[Implementation](<https://github.com/LyWang12/CUTI-Domain>)

Recorded evaluation configuration: {"Source Domain":"MT"}. This record does not assert independent reproduction.

### Standard Learning

Accuracy: 98.4. Result ID: 69904db73a6c314849ff9357.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

Recorded evaluation configuration: {"Source Domain":"MM"}. This record does not assert independent reproduction.

### Standard Learning

Accuracy: 92.6. Result ID: 69904db73a6c314849ff9353.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

Recorded evaluation configuration: {"Source Domain":"US"}. This record does not assert independent reproduction.

### Standard Learning

Accuracy: 66.7. Result ID: 69904db73a6c314849ff9355.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

Recorded evaluation configuration: {"Source Domain":"SN"}. This record does not assert independent reproduction.

### target-free CUTI-domain

Accuracy: 19.6. Result ID: 69904db73a6c314849ff9358.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

[Implementation](<https://github.com/LyWang12/CUTI-Domain>)

Recorded evaluation configuration: {"Source Domain":"MM"}. This record does not assert independent reproduction.

### target-free CUTI-domain

Accuracy: 11.9. Result ID: 69904db73a6c314849ff9356.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

[Implementation](<https://github.com/LyWang12/CUTI-Domain>)

Recorded evaluation configuration: {"Source Domain":"SN"}. This record does not assert independent reproduction.

### target-free CUTI-domain

Accuracy: 9.1. Result ID: 69904db73a6c314849ff9354.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ed11e209131cea42650.md>)

[Implementation](<https://github.com/LyWang12/CUTI-Domain>)

Recorded evaluation configuration: {"Source Domain":"US"}. This record does not assert independent reproduction.

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