Table 2:
Model | Simple | Complex | ||||||
---|---|---|---|---|---|---|---|---|
Acc% | F2 | Pre | Rec | Acc% | F2 | Pre | Rec | |
3D-CNN | 68.7 | 0.71 | 0.68 | 0.72 | 66.5 | 0.69 | 0.67 | 0.70 |
3D-CNN+Reg | 77.6 | 0.77 | 0.74 | 0.78 | 77.4 | 0.75 | 0.72 | 0.76 |
3D-CNN+Reg+D/O | 83.1 | 0.811 | 0.78 | 0.82 | 79.7 | 0.82 | 0.79 | 0.84 |
3D-CNN+Reg+D/O+Aug (Ours) | 94.1 | 0.93 | 0.92 | 0.94 | 88.3 | 0.89 | 0.88 | 0.91 |