# Cortical Layer Segmentation on macaque V1 Source: [Cortical Layer Segmentation on macaque V1]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:29.131Z Evaluation of Cortical layer segmentation performance on the macaque V1 dataset, reporting metrics including Dice Similarity Coefficient (DSC), Intersection over Union (IoU), Recall, Precision, and boundary errors (HD95, ASSD). 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 | Cortical layer segmentation | | Dataset (including any stated split) | macaque V1 | | Metric | DSC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [DSC](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. - [HD95 (um)](): Lower is better; unit: OTHER. - [ASSD (um)](): Lower is better; unit: OTHER. ## Recorded results | Method | DSC | Result date | Report paper | | --- | --- | --- | --- | | interactive cytoarchitectonic parcellation framework | 79.6 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | interactive cytoarchitectonic parcellation framework | 73.3 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | interactive cytoarchitectonic parcellation framework | 67.6 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | interactive cytoarchitectonic parcellation framework | 66.6 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | interactive cytoarchitectonic parcellation framework | 63.9 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | interactive cytoarchitectonic parcellation framework | 60.6 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | interactive cytoarchitectonic parcellation framework | 60.4 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | interactive cytoarchitectonic parcellation framework | 55.2 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | nnU-Net | 54.4 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | nnU-Net | 53 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | interactive cytoarchitectonic parcellation framework | 48.2 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | nnU-Net | 45.3 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | nnU-Net | 42.5 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | nnU-Net | 42.4 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | nnU-Net | 38.9 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | nnU-Net | 36.7 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | nnU-Net | 34.7 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | | nnU-Net | 31.7 | Not recorded | 6969c5f3e25ad2fa9d1ec850 | ### interactive cytoarchitectonic parcellation framework DSC: 79.6. Result ID: 699a22d35698665ec4a7dc04. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"L1","backbone":"DINOv3"}. This record does not assert independent reproduction. ### interactive cytoarchitectonic parcellation framework DSC: 73.3. Result ID: 699a22d35698665ec4a7dc06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"L2/3","backbone":"DINOv3"}. This record does not assert independent reproduction. ### interactive cytoarchitectonic parcellation framework DSC: 67.6. Result ID: 699a22d35698665ec4a7dc10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"L5","backbone":"DINOv3"}. This record does not assert independent reproduction. ### interactive cytoarchitectonic parcellation framework DSC: 66.6. Result ID: 699a22d35698665ec4a7dc0a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"L4B","backbone":"DINOv3"}. This record does not assert independent reproduction. ### interactive cytoarchitectonic parcellation framework DSC: 63.9. Result ID: 699a22d35698665ec4a7dc14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"overall","backbone":"DINOv3"}. This record does not assert independent reproduction. ### interactive cytoarchitectonic parcellation framework DSC: 60.6. Result ID: 699a22d35698665ec4a7dc08. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"L4A","backbone":"DINOv3"}. This record does not assert independent reproduction. ### interactive cytoarchitectonic parcellation framework DSC: 60.4. Result ID: 699a22d35698665ec4a7dc0c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"L4Ca","backbone":"DINOv3"}. This record does not assert independent reproduction. ### interactive cytoarchitectonic parcellation framework DSC: 55.2. Result ID: 699a22d35698665ec4a7dc0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"L4Cb","backbone":"DINOv3"}. This record does not assert independent reproduction. ### nnU-Net DSC: 54.4. Result ID: 699a22d35698665ec4a7dc05. [Reporting paper]() Recorded evaluation configuration: {"Class":"L1"}. This record does not assert independent reproduction. ### nnU-Net DSC: 53. Result ID: 699a22d35698665ec4a7dc07. [Reporting paper]() Recorded evaluation configuration: {"Class":"L2/3"}. This record does not assert independent reproduction. ### interactive cytoarchitectonic parcellation framework DSC: 48.2. Result ID: 699a22d35698665ec4a7dc12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"L6","backbone":"DINOv3"}. This record does not assert independent reproduction. ### nnU-Net DSC: 45.3. Result ID: 699a22d35698665ec4a7dc0b. [Reporting paper]() Recorded evaluation configuration: {"Class":"L4B"}. This record does not assert independent reproduction. ### nnU-Net DSC: 42.5. Result ID: 699a22d35698665ec4a7dc15. [Reporting paper]() Recorded evaluation configuration: {"Class":"overall"}. This record does not assert independent reproduction. ### nnU-Net DSC: 42.4. Result ID: 699a22d35698665ec4a7dc09. [Reporting paper]() Recorded evaluation configuration: {"Class":"L4A"}. This record does not assert independent reproduction. ### nnU-Net DSC: 38.9. Result ID: 699a22d35698665ec4a7dc11. [Reporting paper]() Recorded evaluation configuration: {"Class":"L5"}. This record does not assert independent reproduction. ### nnU-Net DSC: 36.7. Result ID: 699a22d35698665ec4a7dc0d. [Reporting paper]() Recorded evaluation configuration: {"Class":"L4Ca"}. This record does not assert independent reproduction. ### nnU-Net DSC: 34.7. Result ID: 699a22d35698665ec4a7dc0f. [Reporting paper]() Recorded evaluation configuration: {"Class":"L4Cb"}. This record does not assert independent reproduction. ### nnU-Net DSC: 31.7. Result ID: 699a22d35698665ec4a7dc13. [Reporting paper]() Recorded evaluation configuration: {"Class":"L6"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.