# Semantic Segmentation on VOC aug

Source: [Semantic Segmentation on VOC aug](<https://www.sota2.com/research/sota/semantic-segmentation-on-voc-aug>)

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

Data updated: 2026-07-07T07:27:41.933Z

Evaluation of Semantic Segmentation performance on the augmented training set of the PASCAL VOC dataset, reporting 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) | VOC aug |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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-voc-aug.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| JoDiffusion + HO-HE | 76.04 | Not recorded | 6a4c87f585dba69fef8b24c2 |
| JoDiffusion + HO-HE | 74.94 | Not recorded | 6a4c87f585dba69fef8b24c2 |
| JoDiffusion | 73.87 | Not recorded | 6a4c87f585dba69fef8b24c2 |
| JoDiffusion | 73.61 | Not recorded | 6a4c87f585dba69fef8b24c2 |

### JoDiffusion + HO-HE

mIoU: 76.04. Result ID: 6a4caa5060b88bb339c783bc.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c87f585dba69fef8b24c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c87f585dba69fef8b24c2.md>)

Recorded evaluation configuration: {"Synthetic Size":"15k","Downstream Model":"DeepLabV3+"}. This record does not assert independent reproduction.

### JoDiffusion + HO-HE

mIoU: 74.94. Result ID: 6a4caa5060b88bb339c783bb.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c87f585dba69fef8b24c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c87f585dba69fef8b24c2.md>)

Recorded evaluation configuration: {"Synthetic Size":"10k","Downstream Model":"DeepLabV3+"}. This record does not assert independent reproduction.

### JoDiffusion

mIoU: 73.87. Result ID: 6a4caa5060b88bb339c783ba.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c87f585dba69fef8b24c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6940e7a9456146936284f8a8.md>)

Recorded evaluation configuration: {"Synthetic Size":"15k","Downstream Model":"DeepLabV3+"}. This record does not assert independent reproduction.

### JoDiffusion

mIoU: 73.61. Result ID: 6a4caa5060b88bb339c783b9.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c87f585dba69fef8b24c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6940e7a9456146936284f8a8.md>)

Recorded evaluation configuration: {"Synthetic Size":"10k","Downstream Model":"DeepLabV3+"}. This record does not assert independent reproduction.

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