# Domain Generalization on Camelyon17 (val)

Source: [Domain Generalization on Camelyon17 (val)](<https://www.sota2.com/research/sota/domain-generalization-on-camelyon17-val>)

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

Data updated: 2026-02-26T05:29:22.853Z

Evaluation of Domain Generalization performance on the validation split of the Camelyon17 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 | Domain Generalization |
| Dataset (including any stated split) | Camelyon17 ID (val) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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/domain-generalization-on-camelyon17-val.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| CORAL | 95.4 | Not recorded | 68fa717d1e209131cea5196d |
| ERM | 93.2 | Not recorded | 68fa717d1e209131cea5196d |
| Sparse and Shared Feature Activations | 93.2 | Not recorded | 68fa717d1e209131cea5196d |
| IRM | 91.6 | Not recorded | 68fa717d1e209131cea5196d |

### CORAL

Accuracy: 95.4. Result ID: 6991e4b13a6c3148490b464c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa717d1e209131cea5196d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62fe1e209131ce9fc1c4.md>)

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

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

### ERM

Accuracy: 93.2. Result ID: 6991e4b13a6c3148490b464b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa717d1e209131cea5196d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68bd1e209131cea1dec5.md>)

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

### Sparse and Shared Feature Activations

Accuracy: 93.2. Result ID: 6991e4b13a6c3148490b464e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa717d1e209131cea5196d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa717d1e209131cea5196d.md>)

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

### IRM

Accuracy: 91.6. Result ID: 6991e4b13a6c3148490b464d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa717d1e209131cea5196d.md>)

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

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