# Lesion Segmentation on Independent sites (test)

Source: [Lesion Segmentation on Independent sites (test)](<https://www.sota2.com/research/sota/lesion-segmentation-on-independent-sites-test>)

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

Data updated: 2026-02-26T06:04:15.034Z

Evaluation of lesion segmentation performance on the Independent Sites test set, reporting metrics such as Sensitivity, Specificity, and lesion cluster statistics.

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 | Lesion Segmentation |
| Dataset (including any stated split) | Independent sites (test) |
| Metric | Sensitivity |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [Sensitivity](<https://www.sota2.com/research/sota/lesion-segmentation-on-independent-sites-test.md?metric=Sensitivity>): Higher is better; unit: PERCENT.

- [Specificity](<https://www.sota2.com/research/sota/lesion-segmentation-on-independent-sites-test.md?metric=Specificity>): Higher is better; unit: PERCENT.

- [Median FP in Patients](<https://www.sota2.com/research/sota/lesion-segmentation-on-independent-sites-test.md?metric=Median%20FP%20in%20Patients>): Lower is better; unit: SCALAR.

- [Median Lesion Clusters in Patients](<https://www.sota2.com/research/sota/lesion-segmentation-on-independent-sites-test.md?metric=Median%20Lesion%20Clusters%20in%20Patients>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Sensitivity | Result date | Report paper |
| --- | --- | --- | --- |
| MLP | 79 | Not recorded | 68fa6f9b1e209131cea46929 |
| GC-nnU-Net+dc | 79 | Not recorded | 68fa6f9b1e209131cea46929 |

### MLP

Sensitivity: 79. Result ID: 6990e3a13a6c314849040d41.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f9b1e209131cea46929.md>)

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

### GC-nnU-Net+dc

Sensitivity: 79. Result ID: 6990e3a13a6c314849040d42.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f9b1e209131cea46929.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f9b1e209131cea46929.md>)

[Implementation](<https://github.com/MELDProject/meld_graph>)

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

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