# Semantic Segmentation on FOR-instance SCION, New Zealand V2

Source: [Semantic Segmentation on FOR-instance SCION, New Zealand V2](<https://www.sota2.com/research/sota/semantic-segmentation-on-for-instance-scion-new-zealand-v2>)

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

Data updated: 2026-06-02T11:10:10.386Z

Evaluation of Semantic Segmentation performance on the FOR-instance SCION, New Zealand V2 dataset, reporting metrics such as IoUG, IoUW, IoUL, and 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) | FOR-instance SCION, New Zealand V2 |
| Metric | IoUG |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [IoUG](<https://www.sota2.com/research/sota/semantic-segmentation-on-for-instance-scion-new-zealand-v2.md?metric=IoUG>): Higher is better; unit: PERCENT.

- [IoUW](<https://www.sota2.com/research/sota/semantic-segmentation-on-for-instance-scion-new-zealand-v2.md?metric=IoUW>): Higher is better; unit: PERCENT.

- [IoUL](<https://www.sota2.com/research/sota/semantic-segmentation-on-for-instance-scion-new-zealand-v2.md?metric=IoUL>): Higher is better; unit: PERCENT.

- [mIoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-for-instance-scion-new-zealand-v2.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | IoUG | Result date | Report paper |
| --- | --- | --- | --- |
| ForestFormer3D | 99.6 | Not recorded | 6a1e63d8dbd7150506f85487 |
| OneFormer3D | 99.4 | Not recorded | 6a1e63d8dbd7150506f85487 |
| ForestMamba | 99.1 | Not recorded | 6a1e63d8dbd7150506f85487 |

### ForestFormer3D

IoUG: 99.6. Result ID: 6a1eba0ffbc373592c19dae1.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63d8dbd7150506f85487.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a751e209131cea835e2.md>)

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

### OneFormer3D

IoUG: 99.4. Result ID: 6a1eba0ffbc373592c19dae0.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63d8dbd7150506f85487.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71481e209131cea5061e.md>)

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

### ForestMamba

IoUG: 99.1. Result ID: 6a1eba0ffbc373592c19dae2.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63d8dbd7150506f85487.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e63d8dbd7150506f85487.md>)

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

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