# Image Segmentation on Keyhole Segmentation Dataset Small Image 1.0 (test)

Source: [Image Segmentation on Keyhole Segmentation Dataset Small Image 1.0 (test)](<https://www.sota2.com/research/sota/image-segmentation-on-keyhole-segmentation-dataset-small-image-1-0-test>)

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

Data updated: 2026-06-16T09:36:44.992Z

Evaluation of Image Segmentation performance on the test split of the Keyhole Segmentation Dataset Small Image 1.0, reporting inference time.

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 | Image Segmentation |
| Dataset (including any stated split) | Keyhole Segmentation Dataset Small Image 1.0 (test) |
| Metric | Inference Time (ms) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 3 of 3 |
| 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

- [Inference Time (ms)](<https://www.sota2.com/research/sota/image-segmentation-on-keyhole-segmentation-dataset-small-image-1-0-test.md?metric=Inference%20Time%20(ms)>): Lower is better; unit: TIME.

## Recorded results

| Method | Inference Time (ms) | Result date | Report paper |
| --- | --- | --- | --- |
| MOSAIC | 4.31 | Not recorded | 6a30d900d33dfb23e783d14a |
| MOSAIC | 5.87 | Not recorded | 6a30d900d33dfb23e783d14a |
| MOSAIC | 10.19 | Not recorded | 6a30d900d33dfb23e783d14a |

### MOSAIC

Inference Time (ms): 4.31. Result ID: 6a311918fbc373592c2dcfd7.

[Reporting paper](<https://www.sota2.com/research/paper/6a30d900d33dfb23e783d14a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a30d900d33dfb23e783d14a.md>)

Recorded evaluation configuration: {"Processor":"CPU","Execution Stage":"Segmentation","Input Resolution":"80 x 190"}. This record does not assert independent reproduction.

### MOSAIC

Inference Time (ms): 5.87. Result ID: 6a311918fbc373592c2dcfd6.

[Reporting paper](<https://www.sota2.com/research/paper/6a30d900d33dfb23e783d14a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a30d900d33dfb23e783d14a.md>)

Recorded evaluation configuration: {"Processor":"CPU","Execution Stage":"Preprocessing","Input Resolution":"80 x 190"}. This record does not assert independent reproduction.

### MOSAIC

Inference Time (ms): 10.19. Result ID: 6a311918fbc373592c2dcfd5.

[Reporting paper](<https://www.sota2.com/research/paper/6a30d900d33dfb23e783d14a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a30d900d33dfb23e783d14a.md>)

Recorded evaluation configuration: {"Processor":"CPU","Execution Stage":"Total","Input Resolution":"80 x 190"}. This record does not assert independent reproduction.

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