Landmark Detection on ISBI 25-shot 2015
1.54MRECDPM-align
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CDPM-alignLambda (λ)=52026.06 | 1.54 | 0.95 | 77.52 | 3.9 | |
| CDPMPre-training=NIH, Lambda (λ)=02026.06 | 1.7 | 1.19 | 75.49 | 4.04 | |
| Di Via et al.2026.06 | 1.8 | 1.26 | 74.06 | 4.34 | |
| CDPMInitialization=Scratch2026.06 | 1.89 | 1.46 | 74.91 | 4.51 | |
| ResNet-101Backbone=ResNet-101, Pre-training=DINO2026.06 | 2.36 | 1.94 | 66.98 | 5.09 | |
| ResNet-101Backbone=ResNet-101, Pre-training=SimCLR v22026.06 | 2.41 | 1.89 | 66.53 | 5.3 | |
| ResNet-101Backbone=ResNet-101, Pre-training=MoCo v32026.06 | 2.44 | 2.12 | 66.15 | 5.18 | |
| Zhu et al.2026.06 | 2.63 | 3.23 | 66.96 | 5.29 | |
| ResNet-101Backbone=ResNet-101, Pre-training=ImageNet2026.06 | 2.86 | 2.37 | 68.83 | 4.87 |