# Semantic Segmentation on S3DIS ScanNet B10 N9 partition

Source: [Semantic Segmentation on S3DIS ScanNet B10 N9 partition](<https://www.sota2.com/research/sota/semantic-segmentation-on-s3dis-scannet-b10-n9-partition>)

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

Data updated: 2026-02-27T08:01:36.557Z

Evaluation of Semantic Segmentation performance on the S3DIS ScanNet B10 N9 partition.

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) | S3DIS ScanNet B10 N9 partition |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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-s3dis-scannet-b10-n9-partition.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| PLA | 48.1 | Not recorded | 68fa6ecc1e209131cea4236a |
| LSeg-3D | 34.5 | Not recorded | 68fa6ecc1e209131cea4236a |

### PLA

mIoU: 48.1. Result ID: 69a14f5035dfcabb00e628e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ecc1e209131cea4236a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ecc1e209131cea4236a.md>)

[Implementation](<https://dingry.github.io/projects/PLA>)

Recorded evaluation configuration: {"Zero-shot domain transfer":"ScanNet → S3DIS"}. This record does not assert independent reproduction.

### LSeg-3D

mIoU: 34.5. Result ID: 69a14f5035dfcabb00e628e6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ecc1e209131cea4236a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c341e209131cea32c9b.md>)

[Implementation](<https://github.com/isl-org/lang-seg>)

Recorded evaluation configuration: {"Zero-shot domain transfer":"ScanNet → S3DIS"}. This record does not assert independent reproduction.

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