# Tumor tissue identification on Camelyon17 WILDS OOD

Source: [Tumor tissue identification on Camelyon17 WILDS OOD](<https://www.sota2.com/research/sota/tumor-tissue-identification-on-camelyon17-wilds-ood>)

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

Data updated: 2026-03-10T07:33:51.227Z

Evaluation of tumor tissue identification performance on the Camelyon17 WILDS OOD 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 | Tumor tissue identification |
| Dataset (including any stated split) | Camelyon17 WILDS OOD |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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/tumor-tissue-identification-on-camelyon17-wilds-ood.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SITAR | 83.26 | Not recorded | 6926896bd6b0dd3342930270 |
| JTT | 81.78 | Not recorded | 6926896bd6b0dd3342930270 |
| ERM | 81.63 | Not recorded | 6926896bd6b0dd3342930270 |
| LfF | 80.77 | Not recorded | 6926896bd6b0dd3342930270 |
| Chroma-VAE | 74.45 | Not recorded | 6926896bd6b0dd3342930270 |

### SITAR

Accuracy: 83.26. Result ID: 69afc9476dbb7075b957c933.

[Reporting paper](<https://www.sota2.com/research/paper/6926896bd6b0dd3342930270.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6926896bd6b0dd3342930270.md>)

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

### JTT

Accuracy: 81.78. Result ID: 69afc9476dbb7075b957c930.

[Reporting paper](<https://www.sota2.com/research/paper/6926896bd6b0dd3342930270.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ade1e209131cea2aeeb.md>)

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

### ERM

Accuracy: 81.63. Result ID: 69afc9476dbb7075b957c92f.

[Reporting paper](<https://www.sota2.com/research/paper/6926896bd6b0dd3342930270.md>)

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

### LfF

Accuracy: 80.77. Result ID: 69afc9476dbb7075b957c931.

[Reporting paper](<https://www.sota2.com/research/paper/6926896bd6b0dd3342930270.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68c11e209131cea1e11f.md>)

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

### Chroma-VAE

Accuracy: 74.45. Result ID: 69afc9476dbb7075b957c932.

[Reporting paper](<https://www.sota2.com/research/paper/6926896bd6b0dd3342930270.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e051e209131cea3d717.md>)

[Implementation](<https://github.com/Wanqianxn/chroma-vae-public>)

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

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