Spine pathology grading on Genodisc (test)
64.1BA (%)CE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CELoss=CE, Backbone=3D ResNet-182026.07 | 64.1 | 0.94 | 0.69 | 0.18 | 0.54 | |
| SpineRankNetLoss=SpineRankNet, Backbone=3D ResNet-182026.07 | 63.3 | 0.94 | 0.76 | 0.14 | 0.59 | |
| DeepRankSVMLoss=DeepRankSVM, Backbone=3D ResNet-182026.07 | 61 | 0.88 | 0.74 | 0.16 | 0.57 | |
| MAEℓLoss=MAEℓ, Backbone=3D ResNet-182026.07 | 58.8 | 0.84 | 0.54 | 0.39 | 0.38 | |
| RankNetLoss=RankNet, Backbone=3D ResNet-182026.07 | 58.7 | 0.9 | 0.73 | 0.16 | 0.57 | |
| CORNLoss=CORN, Backbone=3D ResNet-182026.07 | 56.9 | — | 0.72 | 0.15 | 0.55 |