Cortical Layer Segmentation on macaque V1
79.6DSCinteractive cytoarchitectonic parcellation framework
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| interactive cytoarchitectonic parcellation frameworkClass=L1, backbone=DINOv32026.01 | 79.6 | 72.1 | 92.4 | 77.7 | 87.947 | 30.005 | |
| interactive cytoarchitectonic parcellation frameworkClass=L2/3, backbone=DINOv32026.01 | 73.3 | 65.4 | 90.2 | 72.2 | 251.042 | 81.601 | |
| interactive cytoarchitectonic parcellation frameworkClass=L5, backbone=DINOv32026.01 | 67.6 | 58 | 77.7 | 70.6 | 258.934 | 79.79 | |
| interactive cytoarchitectonic parcellation frameworkClass=L4B, backbone=DINOv32026.01 | 66.6 | 54.7 | 75.6 | 67.5 | 231.844 | 83.667 | |
| interactive cytoarchitectonic parcellation frameworkClass=overall, backbone=DINOv32026.01 | 63.9 | 53.6 | 75.6 | 65.8 | 248.924 | 82.529 | |
| interactive cytoarchitectonic parcellation frameworkClass=L4A, backbone=DINOv32026.01 | 60.6 | 47.9 | 71.5 | 62.2 | 251.382 | 88.803 | |
| interactive cytoarchitectonic parcellation frameworkClass=L4Ca, backbone=DINOv32026.01 | 60.4 | 49.2 | 69.4 | 63.5 | 260.679 | 90.196 | |
| interactive cytoarchitectonic parcellation frameworkClass=L4Cb, backbone=DINOv32026.01 | 55.2 | 42 | 55.7 | 62 | 201.334 | 71.107 | |
| nnU-NetClass=L12026.01 | 54.4 | 48 | 84.6 | 54.5 | 324.458 | 89.706 | |
| nnU-NetClass=L2/32026.01 | 53 | 43.7 | 59.1 | 65.1 | 507.981 | 182.628 | |
| interactive cytoarchitectonic parcellation frameworkClass=L6, backbone=DINOv32026.01 | 48.2 | 39.9 | 72 | 50.9 | 448.231 | 135.064 | |
| nnU-NetClass=L4B2026.01 | 45.3 | 32.6 | 54.9 | 44.8 | 680.654 | 224.358 | |
| nnU-NetClass=overall2026.01 | 42.5 | 32.3 | 54.6 | 45.6 | 645.109 | 215.288 | |
| nnU-NetClass=L4A2026.01 | 42.4 | 30.2 | 57 | 39.3 | 696.554 | 253.866 | |
| nnU-NetClass=L52026.01 | 38.9 | 28.8 | 53.7 | 41.6 | 756.876 | 249.217 | |
| nnU-NetClass=L4Ca2026.01 | 36.7 | 25.4 | 39.1 | 43.3 | 615.9 | 208.47 | |
| nnU-NetClass=L4Cb2026.01 | 34.7 | 23.7 | 49.7 | 33.9 | 636.462 | 188.748 | |
| nnU-NetClass=L62026.01 | 31.7 | 23.2 | 40.4 | 40.1 | 1,013.283 | 342.269 |