# Semantic Segmentation on ADE20K COCO-Place challenge 2017 (test)

Source: [Semantic Segmentation on ADE20K COCO-Place challenge 2017 (test)](<https://www.sota2.com/research/sota/semantic-segmentation-on-ade20k-coco-place-challenge-2017-test>)

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

Data updated: 2026-02-26T05:45:18.026Z

Evaluation of Semantic Segmentation performance on the test split of the ADE20K COCO-Place challenge 2017, measured using metrics like Final Score 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) | ADE20K COCO-Place challenge 2017 (test) |
| Metric | Final Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Final Score](<https://www.sota2.com/research/sota/semantic-segmentation-on-ade20k-coco-place-challenge-2017-test.md?metric=Final%20Score>): Higher is better; unit: SCALAR.

- [mIoU](<https://www.sota2.com/research/sota/semantic-segmentation-on-ade20k-coco-place-challenge-2017-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Final Score | Result date | Report paper |
| --- | --- | --- | --- |
| EncNet+LaU\_off4x | 0.5641 | Not recorded | 68fa66af1e209131cea11c47 |
| EncNet+LaU\_reg4x | 0.5632 | Not recorded | 68fa66af1e209131cea11c47 |
| JPU | 0.5584 | Not recorded | 68fa66af1e209131cea11c47 |
| EncNet | 0.5567 | Not recorded | 68fa66af1e209131cea11c47 |
| CASIA\_IVA\_JD | 0.5547 | Not recorded | 68fa66af1e209131cea11c47 |
| WinterIsComing | 0.5544 | Not recorded | 68fa66af1e209131cea11c47 |
| PSPNet | 0.5538 | Not recorded | 68fa66af1e209131cea11c47 |

### EncNet+LaU\_off4x

Final Score: 0.5641. Result ID: 698d02808b517eb4331e54e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66af1e209131cea11c47.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66af1e209131cea11c47.md>)

[Implementation](<https://github.com/HolmesShuan/Location-aware-Upsampling-for-Semantic-Segmentation>)

Recorded evaluation configuration: {"Backbone":"ResNet-101"}. This record does not assert independent reproduction.

### EncNet+LaU\_reg4x

Final Score: 0.5632. Result ID: 698d02808b517eb4331e54e9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66af1e209131cea11c47.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66af1e209131cea11c47.md>)

[Implementation](<https://github.com/HolmesShuan/Location-aware-Upsampling-for-Semantic-Segmentation>)

Recorded evaluation configuration: {"Backbone":"ResNet-101"}. This record does not assert independent reproduction.

### JPU

Final Score: 0.5584. Result ID: 698d02808b517eb4331e54e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66af1e209131cea11c47.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa658c1e209131cea0b05d.md>)

[Implementation](<https://github.com/wuhuikai/FastFCN>)

Recorded evaluation configuration: {"Backbone":"ResNet-101"}. This record does not assert independent reproduction.

### EncNet

Final Score: 0.5567. Result ID: 698d02808b517eb4331e54e6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66af1e209131cea11c47.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64281e209131cea02f43.md>)

[Implementation](<http://hangzh.com/>)

Recorded evaluation configuration: {"Backbone":"ResNet-101"}. This record does not assert independent reproduction.

### CASIA\_IVA\_JD

Final Score: 0.5547. Result ID: 698d02808b517eb4331e54e5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66af1e209131cea11c47.md>)

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

### WinterIsComing

Final Score: 0.5544. Result ID: 698d02808b517eb4331e54e4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66af1e209131cea11c47.md>)

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

### PSPNet

Final Score: 0.5538. Result ID: 698d02808b517eb4331e54e3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66af1e209131cea11c47.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634b1e209131ce9fdc7e.md>)

[Implementation](<https://github.com/hszhao/PSPNet>)

Recorded evaluation configuration: {"Backbone":"ResNet-269"}. This record does not assert independent reproduction.

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