Table 2.
Comparison with state-of-the-art approaches for the following 5 tracts from both left and right sides of the brain: arcuate fascicle (AF), corticospinal tract (CST), inferior fronto-occipital fascicle (IFO), inferior longitudinal fascicle (ILF), and uncinate fascicle (UF).
| Tract | RecoBundlesa | TractSegb | Classifyberc | U-Net | TTD | TTA | Hybrid |
|---|---|---|---|---|---|---|---|
| Right CST | 0.62 | 0.85 | 0.87 | 0.84 (0.03) | 0.84 (0.03) | 0.84 (0.03) | 0.84 (0.03) |
| Left CST | 0.62 | 0.85 | 0.86 | 0.85 (0.03) | 0.85 (0.02) | 0.85 (0.02) | 0.84 (0.02) |
| Right UF | 0.57 | 0.79 | 0.86 | 0.77 (0.04) | 0.78 (0.03) | 0.78 (0.03) | 0.78 (0.03) |
| Left UF | 0.55 | 0.77 | 0.84 | 0.75 (0.07) | 0.75 (0.06) | 0.76 (0.06) | 0.75 (0.06) |
| Right AF | 0.53 | 0.83 | 0.86 | 0.83 (0.03) | 0.83 (0.02) | 0.84 (0.02) | 0.83 (0.02) |
| Left AF | 0.71 | 0.84 | 0.83 | 0.84 (0.03) | 0.84 (0.02) | 0.85 (0.02) | 0.84 (0.02) |
| Right ILF | 0.42 | 0.75 | 0.82 | 0.80 (0.03) | 0.79 (0.02) | 0.81 (0.02) | 0.80 (0.02) |
| Left ILF | 0.57 | 0.77 | 0.84 | 0.80 (0.03) | 0.79 (0.02) | 0.80 (0.03) | 0.79 (0.02) |
| Right IFO | 0.76 | 0.80 | 0.84 | 0.80 (0.04) | 0.80 (0.03) | 0.80 (0.04) | 0.79 (0.03) |
| Left IFO | 0.67 | 0.80 | 0.84 | 0.78 (0.04) | 0.78 (0.03) | 0.78 (0.03) | 0.78 (0.03) |