Neuron Segmentation on AC3/AC4 mouse somatosensory cortex (AC3 (test), AC4 (train))
1.102VINeuroDiff
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NeuroDiffAnnotate(%)=100%, Post-processing=Waterz2026.01 | 1.102 | 0.105 | |
| Real imagesAnnotate(%)=100%, Post-processing=Waterz2026.01 | 1.105 | 0.118 | |
| Med-DDPMAnnotate(%)=100%, Post-processing=Waterz2026.01 | 1.106 | 0.106 | |
| NeuroDiffAnnotate(%)=20%, Post-processing=Multicut2026.01 | 1.114 | 0.118 | |
| NeuroDiffAnnotate(%)=20%, Post-processing=Waterz2026.01 | 1.115 | 0.115 | |
| Real imagesAnnotate(%)=100%, Post-processing=Multicut2026.01 | 1.116 | 0.111 | |
| NeuroDiffAnnotate(%)=100%, Post-processing=Multicut2026.01 | 1.135 | 0.105 | |
| Med-DDPMAnnotate(%)=20%, Post-processing=Waterz2026.01 | 1.147 | 0.122 | |
| Med-DDPMAnnotate(%)=100%, Post-processing=Multicut2026.01 | 1.148 | 0.107 | |
| Real imagesAnnotate(%)=20%, Post-processing=Waterz2026.01 | 1.15 | 0.117 | |
| Pix2PixAnnotate(%)=20%, Post-processing=Waterz2026.01 | 1.185 | 0.135 | |
| Real imagesAnnotate(%)=20%, Post-processing=Multicut2026.01 | 1.186 | 0.133 | |
| Med-DDPMAnnotate(%)=20%, Post-processing=Multicut2026.01 | 1.195 | 0.133 | |
| NeuroDiffAnnotate(%)=4%, Post-processing=Multicut2026.01 | 1.277 | 0.131 | |
| Pix2PixAnnotate(%)=20%, Post-processing=Multicut2026.01 | 1.342 | 0.218 | |
| NeuroDiffAnnotate(%)=4%, Post-processing=Waterz2026.01 | 1.376 | 0.142 | |
| Med-DDPMAnnotate(%)=4%, Post-processing=Multicut2026.01 | 1.421 | 0.206 | |
| Real imagesAnnotate(%)=4%, Post-processing=Multicut2026.01 | 1.437 | 0.189 | |
| Pix2PixAnnotate(%)=100%, Post-processing=Waterz2026.01 | 1.451 | 0.161 | |
| Pix2PixAnnotate(%)=4%, Post-processing=Multicut2026.01 | 1.461 | 0.141 | |
| Med-DDPMAnnotate(%)=4%, Post-processing=Waterz2026.01 | 1.493 | 0.17 | |
| Real imagesAnnotate(%)=4%, Post-processing=Waterz2026.01 | 1.623 | 0.209 | |
| Pix2PixAnnotate(%)=100%, Post-processing=Multicut2026.01 | 1.769 | 0.29 | |
| Pix2PixAnnotate(%)=4%, Post-processing=Waterz2026.01 | 1.779 | 0.222 |