# Polyp Detection on MICCAI 2015 Polyp Detection Challenge (test)

Source: [Polyp Detection on MICCAI 2015 Polyp Detection Challenge (test)](<https://www.sota2.com/research/sota/polyp-detection-on-miccai-2015-polyp-detection-challenge-test>)

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

Data updated: 2026-02-26T05:40:22.565Z

Evaluation of polyp detection performance on the test split of the MICCAI sub-challenge on automatic polyp detection dataset 2015, reporting metrics such as DSC, mIoU, Precision, and Recall.

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 | Polyp Detection |
| Dataset (including any stated split) | MICCAI sub-challenge on automatic polyp detection dataset 2015 (test) |
| Metric | DSC |
| 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

- [DSC](<https://www.sota2.com/research/sota/polyp-detection-on-miccai-2015-polyp-detection-challenge-test.md?metric=DSC>): Higher is better; unit: PERCENT.

- [mIoU](<https://www.sota2.com/research/sota/polyp-detection-on-miccai-2015-polyp-detection-challenge-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/polyp-detection-on-miccai-2015-polyp-detection-challenge-test.md?metric=Recall>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/polyp-detection-on-miccai-2015-polyp-detection-challenge-test.md?metric=Precision>): Higher is better; unit: PERCENT.

## Recorded results

| Method | DSC | Result date | Report paper |
| --- | --- | --- | --- |
| DoubleU-Net | 76.49 | Not recorded | 68fa67d41e209131cea18bd0 |
| Mask R-CNN | 70.42 | Not recorded | 68fa67d41e209131cea18bd0 |
| FCN-VGG | 70.23 | Not recorded | 68fa67d41e209131cea18bd0 |
| U-Net | 29.2 | Not recorded | 68fa67d41e209131cea18bd0 |

### DoubleU-Net

DSC: 76.49. Result ID: 698d490b8b517eb433205b36.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67d41e209131cea18bd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d41e209131cea18bd0.md>)

[Implementation](<https://github.com/DebeshJha/2020-CBMS-DoubleU-Net>)

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

### Mask R-CNN

DSC: 70.42. Result ID: 698d490b8b517eb433205b34.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67d41e209131cea18bd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa660e1e209131cea0ded2.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-101"}. This record does not assert independent reproduction.

### FCN-VGG

DSC: 70.23. Result ID: 698d490b8b517eb433205b33.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67d41e209131cea18bd0.md>)

Recorded evaluation configuration: {"Backbone":"VGG"}. This record does not assert independent reproduction.

### U-Net

DSC: 29.2. Result ID: 698d490b8b517eb433205b35.

[Reporting paper](<https://www.sota2.com/research/paper/68fa67d41e209131cea18bd0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67001e209131cea13aa4.md>)

[Implementation](<https://github.com/MrGiovanni/UNetPlusPlus>)

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

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