# Image Classification on SVHN (train test)

Source: [Image Classification on SVHN (train test)](<https://www.sota2.com/research/sota/image-classification-on-svhn-train-test>)

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

Data updated: 2026-02-26T05:42:16.140Z

Evaluation of Image Classification performance on the combined train and test splits of the SVHN dataset, reporting error rate.

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) | SVHN (train test) |
| Metric | Error Rate |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 13 of 13 |
| 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

- [Error Rate](<https://www.sota2.com/research/sota/image-classification-on-svhn-train-test.md?metric=Error%20Rate>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Error Rate | Result date | Report paper |
| --- | --- | --- | --- |
| UDA | 1.89 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| FixMatch | 1.96 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| Flex-UDA | 2.02 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| Fully-Supervised | 2.13 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| Flex-UDA | 3.42 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| FixMatch | 3.81 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| UDA | 5.12 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| FlexMatch | 6.72 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| FlexMatch | 8.19 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| PL | 9.4 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| Flex-PL | 12.05 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| Flex-PL | 63.21 | Not recorded | 68fa6bbb1e209131cea2ff1d |
| PL | 64.61 | Not recorded | 68fa6bbb1e209131cea2ff1d |

### UDA

Error Rate: 1.89. Result ID: 698ea134ffc3901de09f4718.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a61e209131cea1d69a.md>)

[Implementation](<https://github.com/google-research/uda>)

Recorded evaluation configuration: {"Label Amount":"1000"}. This record does not assert independent reproduction.

### FixMatch

Error Rate: 1.96. Result ID: 698ea134ffc3901de09f471c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d61e209131cea1e896.md>)

Recorded evaluation configuration: {"Label Amount":"1000"}. This record does not assert independent reproduction.

### Flex-UDA

Error Rate: 2.02. Result ID: 698ea134ffc3901de09f471a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

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

Recorded evaluation configuration: {"Label Amount":"1000"}. This record does not assert independent reproduction.

### Fully-Supervised

Error Rate: 2.13. Result ID: 698ea134ffc3901de09f471f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

Recorded evaluation configuration: {"Label Amount":"Full Dataset"}. This record does not assert independent reproduction.

### Flex-UDA

Error Rate: 3.42. Result ID: 698ea134ffc3901de09f4719.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

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

Recorded evaluation configuration: {"Label Amount":"40"}. This record does not assert independent reproduction.

### FixMatch

Error Rate: 3.81. Result ID: 698ea134ffc3901de09f471b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d61e209131cea1e896.md>)

Recorded evaluation configuration: {"Label Amount":"40"}. This record does not assert independent reproduction.

### UDA

Error Rate: 5.12. Result ID: 698ea134ffc3901de09f4717.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a61e209131cea1d69a.md>)

[Implementation](<https://github.com/google-research/uda>)

Recorded evaluation configuration: {"Label Amount":"40"}. This record does not assert independent reproduction.

### FlexMatch

Error Rate: 6.72. Result ID: 698ea134ffc3901de09f471e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

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

Recorded evaluation configuration: {"Label Amount":"1000"}. This record does not assert independent reproduction.

### FlexMatch

Error Rate: 8.19. Result ID: 698ea134ffc3901de09f471d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

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

Recorded evaluation configuration: {"Label Amount":"40"}. This record does not assert independent reproduction.

### PL

Error Rate: 9.4. Result ID: 698ea134ffc3901de09f4714.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

Recorded evaluation configuration: {"Label Amount":"1000"}. This record does not assert independent reproduction.

### Flex-PL

Error Rate: 12.05. Result ID: 698ea134ffc3901de09f4716.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

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

Recorded evaluation configuration: {"Label Amount":"1000"}. This record does not assert independent reproduction.

### Flex-PL

Error Rate: 63.21. Result ID: 698ea134ffc3901de09f4715.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

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

Recorded evaluation configuration: {"Label Amount":"40"}. This record does not assert independent reproduction.

### PL

Error Rate: 64.61. Result ID: 698ea134ffc3901de09f4713.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bbb1e209131cea2ff1d.md>)

Recorded evaluation configuration: {"Label Amount":"40"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
