# Image Segmentation on Gastric Histopathology Image Dataset Cell-scale

Source: [Image Segmentation on Gastric Histopathology Image Dataset Cell-scale](<https://www.sota2.com/research/sota/image-segmentation-on-gastric-histopathology-image-dataset-cell-scale>)

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

Data updated: 2026-02-26T06:06:31.806Z

Evaluation of Image Segmentation performance on the Gastric Histopathology Image Dataset (Cell-scale), focusing on inference time metrics.

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) | Gastric Histopathology Image Dataset Cell-scale |
| Metric | Time per slice (s) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 2 of 2 |
| 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

- [Time per slice (s)](<https://www.sota2.com/research/sota/image-segmentation-on-gastric-histopathology-image-dataset-cell-scale.md?metric=Time%20per%20slice%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Time per slice (s) | Result date | Report paper |
| --- | --- | --- | --- |
| NBN | 5.1 | Not recorded | 68fa688b1e209131cea1cd53 |
| CNN3 | 30 | Not recorded | 68fa688b1e209131cea1cd53 |

### NBN

Time per slice (s): 5.1. Result ID: 698d76de8b517eb43321b1b2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa688b1e209131cea1cd53.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67341e209131cea14bc8.md>)

Recorded evaluation configuration: {"Training images":"12","Validation images":"4","Test images":"14"}. This record does not assert independent reproduction.

### CNN3

Time per slice (s): 30. Result ID: 698d76de8b517eb43321b1b1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa688b1e209131cea1cd53.md>)

Recorded evaluation configuration: {"Training images":"12","Validation images":"4","Test images":"14"}. This record does not assert independent reproduction.

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