# Image Classification on CAMELYON17 center-wise Center 4 (test)

Source: [Image Classification on CAMELYON17 center-wise Center 4 (test)](<https://www.sota2.com/research/sota/image-classification-on-camelyon17-center-wise-center-4-test>)

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

Data updated: 2026-05-01T07:12:57.820Z

Evaluation of Image Classification performance on the test split of the Center 4 subset of the CAMELYON17 dataset, using the CL metric.

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) | CAMELYON17 center-wise Center 4 (test) |
| Metric | CL Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [CL Score](<https://www.sota2.com/research/sota/image-classification-on-camelyon17-center-wise-center-4-test.md?metric=CL%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | CL Score | Result date | Report paper |
| --- | --- | --- | --- |
| TeD-Loc | 92.9 | Not recorded | 68fa76a81e209131cea6e39d |
| LayerCAM | 66.1 | Not recorded | 68fa76a81e209131cea6e39d |
| PixelCAM | 61.1 | Not recorded | 68fa76a81e209131cea6e39d |
| GradCAM++ | 59.7 | Not recorded | 68fa76a81e209131cea6e39d |
| DeepMIL | 59.4 | Not recorded | 68fa76a81e209131cea6e39d |
| SAT | 49.6 | Not recorded | 68fa76a81e209131cea6e39d |

### TeD-Loc

CL Score: 92.9. Result ID: 69f4519247f34ce924d9bfb6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

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

### LayerCAM

CL Score: 66.1. Result ID: 69f4519247f34ce924d9bfb3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

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

### PixelCAM

CL Score: 61.1. Result ID: 69f4519247f34ce924d9bfb5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79151e209131cea7c0af.md>)

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

### GradCAM++

CL Score: 59.7. Result ID: 69f4519247f34ce924d9bfb2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

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

### DeepMIL

CL Score: 59.4. Result ID: 69f4519247f34ce924d9bfb1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64861e209131cea052eb.md>)

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

### SAT

CL Score: 49.6. Result ID: 69f4519247f34ce924d9bfb4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70471e209131cea4a22b.md>)

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

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