# Retinal Layer Segmentation on DUKE DME Source: [Retinal Layer Segmentation on DUKE DME]() Collection index: [llms.txt]() Data updated: 2026-03-26T14:25:01.212Z Evaluation of Retinal Layer Segmentation performance on the DUKE DME dataset, reporting boundary metrics for specific layers such as ILM, RNFL-GCL, and OPL-ONL. 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 Segmentation | | Dataset (including any stated split) | DUKE DME | | Metric | ILM Boundary Error | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 15 of 15 | | 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 - [ILM Boundary Error](): Lower is better; unit: SCALAR. - [RNFL-GCL Boundary Error](): Lower is better; unit: SCALAR. - [IPL-INL Boundary Error](): Lower is better; unit: SCALAR. - [OPL-ONL Boundary Error](): Lower is better; unit: SCALAR. - [ONL-IS Boundary Error](): Lower is better; unit: SCALAR. - [Average Boundary Error](): Lower is better; unit: SCALAR. ## Recorded results | Method | ILM Boundary Error | Result date | Report paper | | --- | --- | --- | --- | | Graph | 1.86 | Not recorded | 69c4bdb50636e5bf4afc7757 | | Graph | 2.37 | Not recorded | 69c4bdb50636e5bf4afc7757 | | Graph | 2.37 | Not recorded | 69c4bdb50636e5bf4afc7757 | | 2.5D segmentation framework | 2.96 | Not recorded | 69c4bdb50636e5bf4afc7757 | | FCRN | 3.7 | Not recorded | 69c4bdb50636e5bf4afc7757 | | ReLayNet | 3.9 | Not recorded | 69c4bdb50636e5bf4afc7757 | | Basic UNet | 4.44 | Not recorded | 69c4bdb50636e5bf4afc7757 | | 2.5D segmentation framework | 5.06 | Not recorded | 69c4bdb50636e5bf4afc7757 | | Ours | 5.06 | Not recorded | 69c4bdb50636e5bf4afc7757 | | ReLayNet | 7.42 | Not recorded | 69c4bdb50636e5bf4afc7757 | | ReLayNet | 7.42 | Not recorded | 69c4bdb50636e5bf4afc7757 | | FCRN | 7.58 | Not recorded | 69c4bdb50636e5bf4afc7757 | | FCRN | 7.58 | Not recorded | 69c4bdb50636e5bf4afc7757 | | Basic UNet | 10.02 | Not recorded | 69c4bdb50636e5bf4afc7757 | | Basic UNet | 10.02 | Not recorded | 69c4bdb50636e5bf4afc7757 | ### Graph ILM Boundary Error: 1.86. Result ID: 69c541a047f34ce924af2292. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Graph ILM Boundary Error: 2.37. Result ID: 69c541a047f34ce924af2297. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Graph ILM Boundary Error: 2.37. Result ID: 69c541a047f34ce924af22a6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 2.5D segmentation framework ILM Boundary Error: 2.96. Result ID: 69c541a047f34ce924af2296. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FCRN ILM Boundary Error: 3.7. Result ID: 69c541a047f34ce924af2295. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ReLayNet ILM Boundary Error: 3.9. Result ID: 69c541a047f34ce924af2294. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Basic UNet ILM Boundary Error: 4.44. Result ID: 69c541a047f34ce924af2293. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 2.5D segmentation framework ILM Boundary Error: 5.06. Result ID: 69c541a047f34ce924af229b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Ours ILM Boundary Error: 5.06. Result ID: 69c541a047f34ce924af22aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ReLayNet ILM Boundary Error: 7.42. Result ID: 69c541a047f34ce924af2299. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ReLayNet ILM Boundary Error: 7.42. Result ID: 69c541a047f34ce924af22a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FCRN ILM Boundary Error: 7.58. Result ID: 69c541a047f34ce924af229a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FCRN ILM Boundary Error: 7.58. Result ID: 69c541a047f34ce924af22a9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Basic UNet ILM Boundary Error: 10.02. Result ID: 69c541a047f34ce924af2298. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Basic UNet ILM Boundary Error: 10.02. Result ID: 69c541a047f34ce924af22a7. [Reporting paper]() [Method origin paper]() [Implementation]() 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.