# Semantic Segmentation on Nighttime Driving Night2day transformed (test)

Source: [Semantic Segmentation on Nighttime Driving Night2day transformed (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-nighttime-driving-night2day-transformed-test>)

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

Data updated: 2026-02-26T06:10:11.553Z

Evaluation of Semantic Segmentation performance on the test split of the Nighttime Driving Night2day transformed dataset, reporting Mean IoU and Mean 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 | Semantic Segmentation |
| Dataset (including any stated split) | Nighttime Driving Night2day transformed (test) |
| Metric | mIoU |
| 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

- [mIoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-nighttime-driving-night2day-transformed-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

- [Mean Accuracy](<https://www.sota2.com/research/sota/semantic-segmentation-on-nighttime-driving-night2day-transformed-test.md?metric=Mean%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| ERF-PSPNet | 32.74 | Not recorded | 68fa66341e209131cea0eb79 |

### ERF-PSPNet

mIoU: 32.74. Result ID: 698cde4b8b517eb4331d4ce2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66341e209131cea0eb79.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66341e209131cea0eb79.md>)

Recorded evaluation configuration: {"Train set":"BDD dataset"}. This record does not assert independent reproduction.

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