Universal Lesion Detection on DeepLesion official (test)
81.03Sensitivity (0.5 FPPI)A3D+SATr
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| A3D+SATrtraining_data=100%, slices=72022.03 | 81.03 | 86.64 | 90.7 | 93.3 | 87.92 | |
| AlignShift+cBM+SATrtraining_data=100%, slices=72022.03 | 79.98 | 86.36 | 90.22 | 92.99 | 87.39 | |
| A3Dtraining_data=100%, slices=72022.03 | 79.24 | 85.04 | 89.15 | 92.71 | 86.54 | |
| AlignShift+cBMtraining_data=100%, slices=72022.03 | 79.17 | 85.71 | 89.8 | 92.65 | 86.83 | |
| AlignShift+SATrtraining_data=100%, slices=72022.03 | 78.98 | 85.82 | 90.13 | 93.27 | 87.07 | |
| AlignShifttraining_data=100%, slices=72022.03 | 77.2 | 84.38 | 89.03 | 92.31 | 85.73 | |
| A3D w/o Fusion +SATrtraining_data=100%, slices=72022.03 | 74.68 | 83.17 | 88.24 | 91.58 | 84.42 | |
| MVP-Net+cBM+SATrtraining_data=100%, slices=92022.03 | 74.11 | 82.31 | 88.14 | 90.21 | 83.67 | |
| MVP-Net+cBMtraining_data=100%, slices=92022.03 | 73.05 | 81.41 | 87.22 | 89.37 | 82.76 | |
| A3D w/o Fusiontraining_data=100%, slices=72022.03 | 72.47 | 81.35 | 86.68 | 90.41 | 82.73 | |
| MVP-Net+SATrtraining_data=100%, slices=92022.03 | 72.34 | 80.27 | 86.11 | 88.21 | 81.73 | |
| MVP-Nettraining_data=100%, slices=92022.03 | 70.07 | 78.77 | 84.91 | 87.33 | 80.27 | |
| 3DCE+CBM+SATrtraining_data=100%, slices=92022.03 | 68.12 | 78.33 | 84.57 | 89.21 | 80.06 | |
| Faster R-CNN+cBM+SATrtraining_data=100%, slices=32022.03 | 67.41 | 78.02 | 82.43 | 88.9 | 79.19 | |
| 3DCE+CBMtraining_data=100%, slices=92022.03 | 66.98 | 77.25 | 83.64 | 88.41 | 79.07 | |
| Faster R-CNN+CBMtraining_data=100%, slices=32022.03 | 65.37 | 76.31 | 81.03 | 87.98 | 77.67 | |
| 3DCE+SATrtraining_data=100%, slices=92022.03 | 64.38 | 75.55 | 82.74 | 87.78 | 77.61 | |
| Faster R-CNN+SATrtraining_data=100%, slices=32022.03 | 62.52 | 73.91 | 79.4 | 86.03 | 75.47 | |
| 3DCEtraining_data=100%, slices=92022.03 | 59.32 | 70.68 | 79.09 | 84.34 | 73.36 | |
| Faster R-CNNtraining_data=100%, slices=32022.03 | 57.17 | 68.82 | 74.97 | 82.43 | 70.85 |