# Digit Recognition on USPS to SVHN (test)

Source: [Digit Recognition on USPS to SVHN (test)](<https://www.sota2.com/research/sota/digit-recognition-on-usps-to-svhn-test>)

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

Data updated: 2026-02-26T05:28:29.467Z

Evaluation of Digit Recognition performance on the test split of the domain adaptation task transferring knowledge from the USPS dataset to the SVHN dataset.

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 Recognition |
| Dataset (including any stated split) | USPS to SVHN (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 17 of 17 |
| 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-recognition-on-usps-to-svhn-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Fully Supervised | 91 | Not recorded | 68fa6c2a1e209131cea3277e |
| TOHAN | 35.1 | Not recorded | 68fa6d671e209131cea398a9 |
| TOHAN | 34 | Not recorded | 68fa6d671e209131cea398a9 |
| TOHAN | 33.1 | Not recorded | 68fa6d671e209131cea398a9 |
| TOHAN | 32.8 | Not recorded | 68fa6d671e209131cea398a9 |
| TOHAN | 31.4 | Not recorded | 68fa6d671e209131cea398a9 |
| TOHAN | 30.5 | Not recorded | 68fa6d671e209131cea398a9 |
| TOHAN | 29.9 | Not recorded | 68fa6d671e209131cea398a9 |
| DUA | 28 | Not recorded | 68fa6c2a1e209131cea3277e |
| dkdHTL | 25.7 | Not recorded | 68fa6d671e209131cea398a9 |
| dkdHTL | 25.5 | Not recorded | 68fa6d671e209131cea398a9 |
| dkdHTL | 24.5 | Not recorded | 68fa6d671e209131cea398a9 |
| dkdHTL | 23.8 | Not recorded | 68fa6d671e209131cea398a9 |
| dkdHTL | 21.7 | Not recorded | 68fa6d671e209131cea398a9 |
| dkdHTL | 20.9 | Not recorded | 68fa6d671e209131cea398a9 |
| dkdHTL | 20.5 | Not recorded | 68fa6d671e209131cea398a9 |
| Source only | 9 | Not recorded | 68fa6c2a1e209131cea3277e |

### Fully Supervised

Accuracy: 91. Result ID: 698f50673a6c314849f7f7e2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2a1e209131cea3277e.md>)

Recorded evaluation configuration: {"Architecture":"Simple CNN (2 conv, 2 fc, BN)"}. This record does not assert independent reproduction.

### TOHAN

Accuracy: 35.1. Result ID: 698f9f013a6c314849fa9914.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Implementation](<https://www.sota2.com/github.com/Haoang97/TOHAN>)

Recorded evaluation configuration: {"Number of Target Data per Class":"7"}. This record does not assert independent reproduction.

### TOHAN

Accuracy: 34. Result ID: 698f9f013a6c314849fa9913.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Implementation](<https://www.sota2.com/github.com/Haoang97/TOHAN>)

Recorded evaluation configuration: {"Number of Target Data per Class":"6"}. This record does not assert independent reproduction.

### TOHAN

Accuracy: 33.1. Result ID: 698f9f013a6c314849fa9912.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Implementation](<https://www.sota2.com/github.com/Haoang97/TOHAN>)

Recorded evaluation configuration: {"Number of Target Data per Class":"5"}. This record does not assert independent reproduction.

### TOHAN

Accuracy: 32.8. Result ID: 698f9f013a6c314849fa9911.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Implementation](<https://www.sota2.com/github.com/Haoang97/TOHAN>)

Recorded evaluation configuration: {"Number of Target Data per Class":"4"}. This record does not assert independent reproduction.

### TOHAN

Accuracy: 31.4. Result ID: 698f9f013a6c314849fa9910.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Implementation](<https://www.sota2.com/github.com/Haoang97/TOHAN>)

Recorded evaluation configuration: {"Number of Target Data per Class":"3"}. This record does not assert independent reproduction.

### TOHAN

Accuracy: 30.5. Result ID: 698f9f013a6c314849fa990f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Implementation](<https://www.sota2.com/github.com/Haoang97/TOHAN>)

Recorded evaluation configuration: {"Number of Target Data per Class":"2"}. This record does not assert independent reproduction.

### TOHAN

Accuracy: 29.9. Result ID: 698f9f013a6c314849fa990e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Implementation](<https://www.sota2.com/github.com/Haoang97/TOHAN>)

Recorded evaluation configuration: {"Number of Target Data per Class":"1"}. This record does not assert independent reproduction.

### DUA

Accuracy: 28. Result ID: 698f50673a6c314849f7f7e1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2a1e209131cea3277e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c2a1e209131cea3277e.md>)

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

Recorded evaluation configuration: {"Architecture":"Simple CNN (2 conv, 2 fc, BN)"}. This record does not assert independent reproduction.

### dkdHTL

Accuracy: 25.7. Result ID: 698f9f013a6c314849fa990d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68121e209131cea19ff4.md>)

Recorded evaluation configuration: {"Number of Target Data per Class":"7"}. This record does not assert independent reproduction.

### dkdHTL

Accuracy: 25.5. Result ID: 698f9f013a6c314849fa990c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68121e209131cea19ff4.md>)

Recorded evaluation configuration: {"Number of Target Data per Class":"6"}. This record does not assert independent reproduction.

### dkdHTL

Accuracy: 24.5. Result ID: 698f9f013a6c314849fa990b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68121e209131cea19ff4.md>)

Recorded evaluation configuration: {"Number of Target Data per Class":"5"}. This record does not assert independent reproduction.

### dkdHTL

Accuracy: 23.8. Result ID: 698f9f013a6c314849fa990a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68121e209131cea19ff4.md>)

Recorded evaluation configuration: {"Number of Target Data per Class":"4"}. This record does not assert independent reproduction.

### dkdHTL

Accuracy: 21.7. Result ID: 698f9f013a6c314849fa9909.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68121e209131cea19ff4.md>)

Recorded evaluation configuration: {"Number of Target Data per Class":"3"}. This record does not assert independent reproduction.

### dkdHTL

Accuracy: 20.9. Result ID: 698f9f013a6c314849fa9908.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68121e209131cea19ff4.md>)

Recorded evaluation configuration: {"Number of Target Data per Class":"2"}. This record does not assert independent reproduction.

### dkdHTL

Accuracy: 20.5. Result ID: 698f9f013a6c314849fa9907.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d671e209131cea398a9.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68121e209131cea19ff4.md>)

Recorded evaluation configuration: {"Number of Target Data per Class":"1"}. This record does not assert independent reproduction.

### Source only

Accuracy: 9. Result ID: 698f50673a6c314849f7f7e0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2a1e209131cea3277e.md>)

Recorded evaluation configuration: {"Architecture":"Simple CNN (2 conv, 2 fc, BN)"}. This record does not assert independent reproduction.

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