# Retinal layer boundary segmentation on Clinical OCT dataset (test) Source: [Retinal layer boundary segmentation on Clinical OCT dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-03-26T14:25:01.238Z Evaluation of retinal layer boundary segmentation performance on the test split of the Clinical OCT dataset, measured using layer-specific Root Mean Square Error (RMSE). 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 | Retinal layer boundary segmentation | | Dataset (including any stated split) | Clinical OCT dataset (test) | | Metric | RMSE (ILM boundary) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 5 of 5 | | 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 - [RMSE (ILM boundary)](): Lower is better; unit: SCALAR. - [RMSE (RNFL-GCL boundary)](): Lower is better; unit: SCALAR. - [RMSE (IPL-INL boundary)](): Lower is better; unit: SCALAR. - [RMSE (OPL-ONL boundary)](): Lower is better; unit: SCALAR. - [RMSE (ONL-IS boundary)](): Lower is better; unit: SCALAR. - [Average RMSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | RMSE (ILM boundary) | Result date | Report paper | | --- | --- | --- | --- | | 2.5D segmentation framework | 3.04 | Not recorded | 69c4bdb50636e5bf4afc7757 | | FCRN | 3.17 | Not recorded | 69c4bdb50636e5bf4afc7757 | | ReLayNet | 3.6 | Not recorded | 69c4bdb50636e5bf4afc7757 | | Basic UNet | 3.66 | Not recorded | 69c4bdb50636e5bf4afc7757 | | Graph | 4.09 | Not recorded | 69c4bdb50636e5bf4afc7757 | ### 2.5D segmentation framework RMSE (ILM boundary): 3.04. Result ID: 69c541a047f34ce924af22a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FCRN RMSE (ILM boundary): 3.17. Result ID: 69c541a047f34ce924af229f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ReLayNet RMSE (ILM boundary): 3.6. Result ID: 69c541a047f34ce924af229e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Basic UNet RMSE (ILM boundary): 3.66. Result ID: 69c541a047f34ce924af229d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Graph RMSE (ILM boundary): 4.09. Result ID: 69c541a047f34ce924af229c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.