# Semantic Segmentation on SpaceNet (test)

Source: [Semantic Segmentation on SpaceNet (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-spacenet-test>)

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

Data updated: 2026-02-26T06:10:14.437Z

Evaluation of Semantic Segmentation performance on the test split of the SpaceNet dataset, reporting mIOU.

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) | SpaceNet (test) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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-spacenet-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| MoCo-V2-Geo+TP | 78.51 | Not recorded | 68fa6bf01e209131cea31076 |
| MoCo-V2-TP | 78.48 | Not recorded | 68fa6bf01e209131cea31076 |
| MoCo-V2-Geo | 78.42 | Not recorded | 68fa6bf01e209131cea31076 |
| MoCo-V2 | 78.05 | Not recorded | 68fa6bf01e209131cea31076 |
| Sup. Learning (IN wts. init.) | 75.61 | Not recorded | 68fa6bf01e209131cea31076 |
| Sup. Learning (Scratch) | 75.57 | Not recorded | 68fa6bf01e209131cea31076 |
| Imagenet Init. | 75.23 | Not recorded | 68fa6bf01e209131cea31076 |
| Random Init. | 74.93 | Not recorded | 68fa6bf01e209131cea31076 |

### MoCo-V2-Geo+TP

mIoU: 78.51. Result ID: 698ea9a6ffc3901de09f9318.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

[Implementation](<https://www.sota2.com/geography-aware-ssl.github.io>)

Recorded evaluation configuration: {"Architecture":"PSAnet","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### MoCo-V2-TP

mIoU: 78.48. Result ID: 698ea9a6ffc3901de09f9317.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

[Implementation](<https://www.sota2.com/geography-aware-ssl.github.io>)

Recorded evaluation configuration: {"Architecture":"PSAnet","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### MoCo-V2-Geo

mIoU: 78.42. Result ID: 698ea9a6ffc3901de09f9316.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

[Implementation](<https://www.sota2.com/geography-aware-ssl.github.io>)

Recorded evaluation configuration: {"Architecture":"PSAnet","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### MoCo-V2

mIoU: 78.05. Result ID: 698ea9a6ffc3901de09f9315.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67371e209131cea14e30.md>)

Recorded evaluation configuration: {"Architecture":"PSAnet","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### Sup. Learning (IN wts. init.)

mIoU: 75.61. Result ID: 698ea9a6ffc3901de09f9313.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

Recorded evaluation configuration: {"Architecture":"PSAnet","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### Sup. Learning (Scratch)

mIoU: 75.57. Result ID: 698ea9a6ffc3901de09f9314.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

Recorded evaluation configuration: {"Architecture":"PSAnet","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### Imagenet Init.

mIoU: 75.23. Result ID: 698ea9a6ffc3901de09f9312.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

Recorded evaluation configuration: {"Architecture":"PSAnet","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

### Random Init.

mIoU: 74.93. Result ID: 698ea9a6ffc3901de09f9311.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf01e209131cea31076.md>)

Recorded evaluation configuration: {"Architecture":"PSAnet","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

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