# Image Classification on SVHN (CA, ASR(N))

Source: [Image Classification on SVHN (CA, ASR(N))](<https://www.sota2.com/research/sota/image-classification-on-svhn-ca-asr-n>)

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

Data updated: 2026-06-12T06:42:10.399Z

Evaluation of Image Classification performance on the SVHN dataset, reporting results for the CA and ASR(N) metrics.

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 |
| Metric | CA |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [CA](<https://www.sota2.com/research/sota/image-classification-on-svhn-ca-asr-n.md?metric=CA>): Higher is better; unit: PERCENT.

- [ASR(N)](<https://www.sota2.com/research/sota/image-classification-on-svhn-ca-asr-n.md?metric=ASR(N)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | CA | Result date | Report paper |
| --- | --- | --- | --- |
| Individual | 96.35 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| LFPM | 39.01 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| TA | 32.56 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| SAM | 19.93 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| PAM | 19.1 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| SAU | 14.97 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| IBVS | 10.47 | Not recorded | 6a2b9264d33dfb23e783ae73 |

### Individual

CA: 96.35. Result ID: 6a2baa3cfbc373592c295e8e.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LFPM

CA: 39.01. Result ID: 6a2baa3cfbc373592c295e94.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TA

CA: 32.56. Result ID: 6a2baa3cfbc373592c295e8f.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ef01e209131cea43012.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SAM

CA: 19.93. Result ID: 6a2baa3cfbc373592c295e92.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d81e209131cea248fb.md>)

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

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### PAM

CA: 19.1. Result ID: 6a2baa3cfbc373592c295e93.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa753e1e209131cea66bbb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SAU

CA: 14.97. Result ID: 6a2baa3cfbc373592c295e91.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70171e209131cea48ea5.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### IBVS

CA: 10.47. Result ID: 6a2baa3cfbc373592c295e90.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c071e209131cea8bf4b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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