16k on DeepLesion
Metric: Sensitivity (higher is better)
Metric: Sensitivity (higher is better)
| # | Model↕ | Sensitivity▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | P3D | 88.55 | No | Advancing 3D Medical Image Analysis with Variabl... | 2022-01-05 | Code |
| 2 | DKMA-ULD | 87.16 | No | DKMA-ULD: Domain Knowledge augmented Multi-head ... | 2022-03-14 | - |
| 3 | AlignShift | 86.83 | No | Conditional Training with Bounding Map for Unive... | 2021-03-23 | - |
| 4 | MP3D | 86.74 | No | Revisiting 3D Context Modeling with Supervised P... | 2020-12-16 | Code |
| 5 | MELD | 86.6 | Yes | Universal Lesion Detection by Learning from Mult... | 2020-05-28 | - |
| 6 | FCOS | 86.05 | No | An Efficient Anchor-free Universal Lesion Detect... | 2022-03-30 | - |
| 7 | MULAN | 85.22 | No | MULAN: Multitask Universal Lesion Analysis Netwo... | 2019-08-12 | Code |
| 8 | MVP Net | 83.64 | No | MVP-Net: Multi-view FPN with Position-aware Atte... | 2019-09-10 | Code |
| 9 | Improved RetinaNet | 82.36 | No | Improving RetinaNet for CT Lesion Detection with... | 2019-06-05 | Code |
| 10 | 3DCE | 75.55 | No | 3D Context Enhanced Region-based Convolutional N... | 2018-06-25 | Code |