# Amodal Completion on SemLayer-Completion (test)

Source: [Amodal Completion on SemLayer-Completion (test)](<https://www.sota2.com/research/sota/amodal-completion-on-semlayer-completion-test>)

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

Data updated: 2026-03-26T15:31:48.424Z

Evaluation of Amodal Completion performance on the test split of the SemLayer-Completion dataset, measured using mIoU and CD.

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 | Amodal Completion |
| Dataset (including any stated split) | SemLayer-Completion (test) |
| 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/amodal-completion-on-semlayer-completion-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

- [CD](<https://www.sota2.com/research/sota/amodal-completion-on-semlayer-completion-test.md?metric=CD>): Lower is better; unit: SCALAR.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| SemLayer | 85.2 | Not recorded | 69c4bdb20636e5bf4afc770b |
| SAM2\* | 80.7 | Not recorded | 69c4bdb20636e5bf4afc770b |
| SAM2 | 69.2 | Not recorded | 69c4bdb20636e5bf4afc770b |
| gpt-image-1 | 60.9 | Not recorded | 69c4bdb20636e5bf4afc770b |

### SemLayer

mIoU: 85.2. Result ID: 69c5515747f34ce924af9656.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb20636e5bf4afc770b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bdb20636e5bf4afc770b.md>)

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

### SAM2\*

mIoU: 80.7. Result ID: 69c5515747f34ce924af9655.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb20636e5bf4afc770b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa756f1e209131cea67e54.md>)

[Implementation](<https://github.com/facebookresearch/sam2>)

Recorded evaluation configuration: {"fine-tuned":"true"}. This record does not assert independent reproduction.

### SAM2

mIoU: 69.2. Result ID: 69c5515747f34ce924af9654.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb20636e5bf4afc770b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa756f1e209131cea67e54.md>)

[Implementation](<https://github.com/facebookresearch/sam2>)

Recorded evaluation configuration: {"fine-tuned":"false"}. This record does not assert independent reproduction.

### gpt-image-1

mIoU: 60.9. Result ID: 69c5515747f34ce924af9653.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb20636e5bf4afc770b.md>)

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

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