From: Volumetric macromolecule identification in cryo-electron tomograms using capsule networks
Validation | Test | |||||
---|---|---|---|---|---|---|
\(F_{1}\) | Pr. | Re. | \(F_{1}\) | Pr. | Re. | |
Real data | ||||||
PT-BG | 0.91 | 0.89 | 0.92 | 0.79 | 0.77 | 0.81 |
RB-BG | 0.73 | 0.64 | 0.85 | 0.60 | 0.54 | 0.67 |
PT-RB-BG | 0.73 | 0.70 | 0.77 | 0.64 | 0.61 | 0.68 |
SHREC’19 | ||||||
4D8Q-BG | 0.93 | 0.89 | 0.97 | 0.93 | 0.90 | 0.96 |
1BXN-BG | 0.83 | 0.73 | 0.95 | 0.82 | 0.71 | 0.98 |
3GL1-BG\(^{\dagger }\) | 0.50 | 0.39 | 0.71 | 0.29 | 0.22 | 0.42 |
4D8Q-1BXN-3GL1-BG | 0.80 | 0.74 | 0.87 | 0.69 | 0.64 | 0.74 |