# Image Classification on Wilds-Camelyon

Source: [Image Classification on Wilds-Camelyon](<https://www.sota2.com/research/sota/image-classification-on-wilds-camelyon>)

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

Data updated: 2026-02-26T05:28:40.708Z

Evaluation of Image Classification performance on the Wilds-Camelyon 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 | Image Classification |
| Dataset (including any stated split) | Wilds-Camelyon |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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/image-classification-on-wilds-camelyon.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| GMOE-S/16 | 93.7 | Not recorded | 68fa6e771e209131cea4009d |
| ERM | 93.1 | Not recorded | 68fa6e771e209131cea4009d |
| ERM | 91.1 | Not recorded | 68fa6e771e209131cea4009d |

### GMOE-S/16

Accuracy: 93.7. Result ID: 69901af33a6c314849fe2b87.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e771e209131cea4009d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e771e209131cea4009d.md>)

Recorded evaluation configuration: {"Backbone":"ViT-S/16","Selection Criterion":"train-validation selection"}. This record does not assert independent reproduction.

### ERM

Accuracy: 93.1. Result ID: 69901af33a6c314849fe2b85.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e771e209131cea4009d.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-50","Selection Criterion":"train-validation selection"}. This record does not assert independent reproduction.

### ERM

Accuracy: 91.1. Result ID: 69901af33a6c314849fe2b86.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e771e209131cea4009d.md>)

Recorded evaluation configuration: {"Backbone":"ViT-S/16","Selection Criterion":"train-validation selection"}. This record does not assert independent reproduction.

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