Landmark Detection on ISBI 10-shot 2015
2.11MRECDPM-align
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CDPM-alignLambda (λ)=52026.06 | 2.11 | 1.38 | 67.48 | 4.75 | |
| CDPMPre-training=NIH, Lambda (λ)=02026.06 | 2.32 | 1.78 | 68.12 | 5.2 | |
| Di Via et al.2026.06 | 2.7 | 1.97 | 66.57 | 5.41 | |
| ResNet-101Backbone=ResNet-101, Pre-training=ImageNet2026.06 | 2.83 | 2.38 | 64.2 | 5.42 | |
| ResNet-101Backbone=ResNet-101, Pre-training=DINO2026.06 | 4.71 | 3.96 | 54.29 | 18.88 | |
| ResNet-101Backbone=ResNet-101, Pre-training=SimCLR v22026.06 | 4.74 | 3.85 | 55.04 | 19.73 | |
| CDPMInitialization=Scratch2026.06 | 4.87 | 3.8 | 64.23 | 16.64 | |
| ResNet-101Backbone=ResNet-101, Pre-training=MoCo v32026.06 | 5.23 | 4.39 | 52.56 | 24.62 | |
| Zhu et al.2026.06 | 17.2 | 48.33 | 38.25 | 91.94 |