# Semantic Segmentation on Solar Panel Defect Dataset (test)

Source: [Semantic Segmentation on Solar Panel Defect Dataset (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-solar-panel-defect-dataset-test>)

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

Data updated: 2026-03-17T07:40:05.458Z

Evaluation of Semantic Segmentation performance on the test split of the Solar Panel Defect Dataset.

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 | Semantic Segmentation |
| Dataset (including any stated split) | Solar Panel Defect Dataset (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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/semantic-segmentation-on-solar-panel-defect-dataset-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/semantic-segmentation-on-solar-panel-defect-dataset-test.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/semantic-segmentation-on-solar-panel-defect-dataset-test.md?metric=Recall>): Higher is better; unit: PERCENT.

- [Dice Coefficient](<https://www.sota2.com/research/sota/semantic-segmentation-on-solar-panel-defect-dataset-test.md?metric=Dice%20Coefficient>): Higher is better; unit: PERCENT.

- [mIoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-solar-panel-defect-dataset-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| MultiSolSegment | 98.2 | Not recorded | 69b8e0080636e5bf4afbe9c5 |

### MultiSolSegment

Accuracy: 98.2. Result ID: 69b9048247f34ce924a13153.

[Reporting paper](<https://www.sota2.com/research/paper/69b8e0080636e5bf4afbe9c5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b8e0080636e5bf4afbe9c5.md>)

Recorded evaluation configuration: {"Selection":"Best Model"}. This record does not assert independent reproduction.

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