# Image Segmentation on Gastric Histopathology Image Dataset Tissue-scale Source: [Image Segmentation on Gastric Histopathology Image Dataset Tissue-scale]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:44.626Z Evaluation of Image Segmentation performance on the Gastric Histopathology Image Dataset Tissue-scale, reporting metrics including Accuracy and processing 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) | Gastric Histopathology Image Dataset Tissue-scale | | Metric | Accuracy | | Unit | PERCENT | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [Time per slice (seconds)](): Lower is better; unit: TIME. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DCMEN | 91.6 | Not recorded | 68fa688b1e209131cea1cd53 | | RL | 91.45 | Not recorded | 68fa688b1e209131cea1cd53 | | RMDL | 86.5 | Not recorded | 68fa688b1e209131cea1cd53 | | SWB | 82.1 | Not recorded | 68fa688b1e209131cea1cd53 | | HCRF | 78.91 | Not recorded | 68fa688b1e209131cea1cd53 | | FCN | 78.5 | Not recorded | 68fa688b1e209131cea1cd53 | | FCN | 65.7 | Not recorded | 68fa688b1e209131cea1cd53 | ### DCMEN Accuracy: 91.6. Result ID: 698d76de8b517eb43321b1b8. [Reporting paper]() Recorded evaluation configuration: {"Training images":"350","Test images":"150"}. This record does not assert independent reproduction. ### RL Accuracy: 91.45. Result ID: 698d76de8b517eb43321b1b7. [Reporting paper]() Recorded evaluation configuration: {"Training images":"1400","Validation images":"400","Test images":"100"}. This record does not assert independent reproduction. ### RMDL Accuracy: 86.5. Result ID: 698d76de8b517eb43321b1b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training images":"408","Test images":"200"}. This record does not assert independent reproduction. ### SWB Accuracy: 82.1. Result ID: 698d76de8b517eb43321b1b3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"AlexNet","Training images":"300","Test images":"100"}. This record does not assert independent reproduction. ### HCRF Accuracy: 78.91. Result ID: 698d76de8b517eb43321b1b9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training images":"280","Validation images":"140","Test images":"140"}. This record does not assert independent reproduction. ### FCN Accuracy: 78.5. Result ID: 698d76de8b517eb43321b1b5. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"GoogLeNet","Training images":"300","Test images":"100"}. This record does not assert independent reproduction. ### FCN Accuracy: 65.7. Result ID: 698d76de8b517eb43321b1b4. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"AlexNet","Training images":"300","Test images":"100"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.