Comparison of transfer learning performance metrics for models pretrained on baseline synthetic data derived from the dog spinal cord (baseline) and synthetic data with axon diameters scaled down by a factor of 0.15 (shrunk axons).
| Model | ||
|---|---|---|
| Metric | Baseline | Shrunk axons |
| Genu (% error in mean) | 4.32% 4.86% | 3.62% 3.97% |
| Body (% error in mean) | 2.79% 2.73% | 3.43% 3.36% |
| Splenium (% error in mean) | 3.02% 2.30% | 4.35% 3.56 % |
| Genu effect size | 1.76 1.23 | 1.29 1.08 |
| Body effect size | 3.02 3.19 | 1.55 1.68 |
| Splenium effect size | -0.39 -0.29 | 0.06 0.07 |