# Image Classification on SVHN Dt (test) (Macro F1-score)

Source: [Image Classification on SVHN Dt (test) (Macro F1-score)](<https://www.sota2.com/research/sota/image-classification-on-svhn-dt-test-macro-f1-score>)

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

Data updated: 2026-04-23T09:41:31.996Z

Evaluation of Image Classification performance on the test split of the SVHN Dt dataset, reporting Macro F1-score.

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 Dt (test) |
| Metric | Macro F1-score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [Macro F1-score](<https://www.sota2.com/research/sota/image-classification-on-svhn-dt-test-macro-f1-score.md?metric=Macro%20F1-score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Macro F1-score | Result date | Report paper |
| --- | --- | --- | --- |
| Original | 94.91 | Not recorded | 68fa74501e209131cea60fc7 |
| Adv-F | 94.91 | Not recorded | 68fa74501e209131cea60fc7 |
| Adv-F | 94.77 | Not recorded | 68fa74501e209131cea60fc7 |
| Adv-R (Sn) | 94.75 | Not recorded | 68fa74501e209131cea60fc7 |
| Original | 94.66 | Not recorded | 68fa74501e209131cea60fc7 |
| Retrain | 94.57 | Not recorded | 68fa74501e209131cea60fc7 |
| Adv-R (Sr) | 94.54 | Not recorded | 68fa74501e209131cea60fc7 |
| Adv-R (Sr) | 87.63 | Not recorded | 68fa74501e209131cea60fc7 |
| Adv-R (Sn) | 84.87 | Not recorded | 68fa74501e209131cea60fc7 |
| Retrain | 83.89 | Not recorded | 68fa74501e209131cea60fc7 |

### Original

Macro F1-score: 94.91. Result ID: 69e9e93b47f34ce924d17908.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Class Setting":"Balanced"}. This record does not assert independent reproduction.

### Adv-F

Macro F1-score: 94.91. Result ID: 69e9e93b47f34ce924d1790c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Class Setting":"Balanced"}. This record does not assert independent reproduction.

### Adv-F

Macro F1-score: 94.77. Result ID: 69e9e93b47f34ce924d17911.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Class Setting":"Imbalanced"}. This record does not assert independent reproduction.

### Adv-R (Sn)

Macro F1-score: 94.75. Result ID: 69e9e93b47f34ce924d1790b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Class Setting":"Balanced","Selection Strategy":"Nearest Neighbor"}. This record does not assert independent reproduction.

### Original

Macro F1-score: 94.66. Result ID: 69e9e93b47f34ce924d1790d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Class Setting":"Imbalanced"}. This record does not assert independent reproduction.

### Retrain

Macro F1-score: 94.57. Result ID: 69e9e93b47f34ce924d17909.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Class Setting":"Balanced"}. This record does not assert independent reproduction.

### Adv-R (Sr)

Macro F1-score: 94.54. Result ID: 69e9e93b47f34ce924d1790a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Class Setting":"Balanced","Selection Strategy":"Random Sampling"}. This record does not assert independent reproduction.

### Adv-R (Sr)

Macro F1-score: 87.63. Result ID: 69e9e93b47f34ce924d1790f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Class Setting":"Imbalanced","Selection Strategy":"Random Sampling"}. This record does not assert independent reproduction.

### Adv-R (Sn)

Macro F1-score: 84.87. Result ID: 69e9e93b47f34ce924d17910.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Class Setting":"Imbalanced","Selection Strategy":"Nearest Neighbor"}. This record does not assert independent reproduction.

### Retrain

Macro F1-score: 83.89. Result ID: 69e9e93b47f34ce924d1790e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa74501e209131cea60fc7.md>)

Recorded evaluation configuration: {"Backbone":"ResNet","Class Setting":"Imbalanced"}. This record does not assert independent reproduction.

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