# Semantic Segmentation on L2ID (val)

Source: [Semantic Segmentation on L2ID (val)](<https://www.sota2.com/research/sota/semantic-segmentation-on-l2id-val>)

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

Data updated: 2026-02-26T06:10:14.663Z

Evaluation of Semantic Segmentation performance on the validation split of the L2ID dataset, typically measured using Mean Intersection over Union (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) | L2ID (val) |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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-l2id-val.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| SLRNet | 52.3 | Not recorded | 68fa6c141e209131cea31ffb |
| jszx101 | 50.9 | Not recorded | 68fa6c141e209131cea31ffb |
| CVL | 46.2 | Not recorded | 68fa6c141e209131cea31ffb |
| NJUST-JDExplore | 42.18 | Not recorded | 68fa6c141e209131cea31ffb |
| MVN | 40.99 | Not recorded | 68fa6c141e209131cea31ffb |
| LEAP Group | 40.94 | Not recorded | 68fa6c141e209131cea31ffb |
| VL-task1 | 40.08 | Not recorded | 68fa6c141e209131cea31ffb |
| UCU&SoftServe | 39.65 | Not recorded | 68fa6c141e209131cea31ffb |
| LEAP-DEXIN | 20.67 | Not recorded | 68fa6c141e209131cea31ffb |

### SLRNet

mIoU: 52.3. Result ID: 698eca43ffc3901de0a136a0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31ffb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31ffb.md>)

Recorded evaluation configuration: {"Year":"L2ID21","Saliency":false}. This record does not assert independent reproduction.

### jszx101

mIoU: 50.9. Result ID: 698eca43ffc3901de0a1369f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31ffb.md>)

Recorded evaluation configuration: {"Year":"L2ID21","Saliency":false}. This record does not assert independent reproduction.

### CVL

mIoU: 46.2. Result ID: 698eca43ffc3901de0a1369c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31ffb.md>)

Recorded evaluation configuration: {"Year":"LID20","Saliency":false}. This record does not assert independent reproduction.

### NJUST-JDExplore

mIoU: 42.18. Result ID: 698eca43ffc3901de0a1369e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31ffb.md>)

Recorded evaluation configuration: {"Year":"L2ID21","Saliency":false}. This record does not assert independent reproduction.

### MVN

mIoU: 40.99. Result ID: 698eca43ffc3901de0a13699.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31ffb.md>)

Recorded evaluation configuration: {"Year":"LID19","Saliency":false}. This record does not assert independent reproduction.

### LEAP Group

mIoU: 40.94. Result ID: 698eca43ffc3901de0a1369d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31ffb.md>)

Recorded evaluation configuration: {"Year":"L2ID21","Saliency":false}. This record does not assert independent reproduction.

### VL-task1

mIoU: 40.08. Result ID: 698eca43ffc3901de0a1369b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31ffb.md>)

Recorded evaluation configuration: {"Year":"LID20","Saliency":false}. This record does not assert independent reproduction.

### UCU&SoftServe

mIoU: 39.65. Result ID: 698eca43ffc3901de0a1369a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31ffb.md>)

Recorded evaluation configuration: {"Year":"LID20","Saliency":false}. This record does not assert independent reproduction.

### LEAP-DEXIN

mIoU: 20.67. Result ID: 698eca43ffc3901de0a13698.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c141e209131cea31ffb.md>)

Recorded evaluation configuration: {"Year":"LID19","Saliency":true}. This record does not assert independent reproduction.

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