# Tumor tissue identification on Camelyon17-WILDS In-Distribution

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

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

Data updated: 2026-03-10T07:33:51.200Z

Evaluation of tumor tissue identification performance on the in-distribution split of the Camelyon17-WILDS 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 In-Distribution |
| 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-in-distribution.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| ERM | 95.59 | Not recorded | 6926896bd6b0dd3342930270 |
| SITAR | 95.41 | Not recorded | 6926896bd6b0dd3342930270 |
| LfF | 95.4 | Not recorded | 6926896bd6b0dd3342930270 |
| JTT | 94.71 | Not recorded | 6926896bd6b0dd3342930270 |
| Chroma-VAE | 82.64 | Not recorded | 6926896bd6b0dd3342930270 |

### ERM

Accuracy: 95.59. Result ID: 69afc9476dbb7075b957c92a.

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

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

### SITAR

Accuracy: 95.41. Result ID: 69afc9476dbb7075b957c92e.

[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.

### LfF

Accuracy: 95.4. Result ID: 69afc9476dbb7075b957c92c.

[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.

### JTT

Accuracy: 94.71. Result ID: 69afc9476dbb7075b957c92b.

[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.

### Chroma-VAE

Accuracy: 82.64. Result ID: 69afc9476dbb7075b957c92d.

[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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