Universal Lesion Detection on DeepLesion standard (test)
81.02Sensitivity @ 0.5 FPPISATr
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SATrSlices=72023.03 | 81.02 | 86.64 | 90.69 | 93.3 | 87.91 | — | — | — | |
| DiffULDSlices=72023.03 | 80.43 | 87.16 | 91.2 | 93.21 | 88 | — | — | — | |
| DiffULDSlices=32023.03 | 77.84 | 84.57 | 89.41 | 92.31 | 86.03 | — | — | — | |
| DKA-ULDSlices=32023.03 | 77.38 | 84.06 | 89.28 | 92.04 | 85.79 | — | — | — | |
| MULANSlices=272023.03 | 76.1 | 82.5 | 87.5 | 90.9 | 84.33 | — | — | — | |
| A3DSlices=32023.03 | 74.1 | 81.81 | 87.87 | 92.13 | 83.98 | — | — | — | |
| MVP-NetSlices=92023.03 | 73.83 | 81.82 | 87.6 | 91.3 | 83.64 | — | — | — | |
| AlignShiftSlices=32023.03 | 73 | 81.17 | 87.05 | 91.78 | 83.25 | — | — | — | |
| RetinaNetSlices=32023.03 | 72.18 | 80.07 | 86.4 | 90.77 | 82.36 | — | — | — | |
| DN-DETRSlices=32023.03 | 69.27 | 77.9 | 83.97 | 88.59 | 81.02 | — | — | — | |
| CenterNet++Slices=32023.03 | 67.34 | 75.95 | 82.73 | 87.72 | 78.43 | — | — | — | |
| 3DCESlices=272023.03 | 62.48 | 73.37 | 80.7 | 85.65 | 75.55 | — | — | — | |
| FCOSSlices=32023.03 | 56.12 | 67.31 | 73.75 | 81.44 | 69.66 | — | — | — | |
| 3DCENumber of slices=92018.06 | — | — | — | — | — | 83.57 | 87.81 | 56 | |
| 3DCENumber of slices=272018.06 | — | — | — | — | — | 84.37 | 87.85 | 114 | |
| Data-level fusionNumber of slices=112018.06 | — | — | — | — | — | 82.94 | 86.52 | 28 | |
| Faster RCNNNumber of slices=32018.06 | — | — | — | — | — | 80.32 | 85.34 | 32 | |
| Improved R-FCNNumber of slices=32018.06 | — | — | — | — | — | 81.53 | 85.89 | 19 | |
| No 3D context2018.06 | — | — | — | — | — | 76.51 | 80.16 | 19 |