Segmentation on Amyloid Plaque Many-shot
80Total DiceUNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UNetPre-training Strategy=Image+text pretraining, Backbone=UNet2026.05 | 80 | 69 | |
| SwinPre-training Strategy=Image-only pretraining, Backbone=Swin2026.05 | 79 | 73 | |
| Swin (over)Pre-training Strategy=Image+text pretraining, Backbone=Swin, Method Variant=overfit variant2026.05 | 79 | 83 | |
| uSAM (l)Pre-training Strategy=Baselines, Backbone=uSAM, Method Variant=large2026.05 | 77 | 63 | |
| SwinPre-training Strategy=Image+text pretraining, Backbone=Swin2026.05 | 76 | 72 | |
| UNetPre-training Strategy=Trained from scratch, Backbone=UNet2026.05 | 72 | 58 | |
| uSAM (b)Pre-training Strategy=Baselines, Backbone=uSAM, Method Variant=base2026.05 | 71 | 47 | |
| SwinPre-training Strategy=Trained from scratch, Backbone=Swin2026.05 | 67 | 45 | |
| UNetPre-training Strategy=Image-only pretraining, Backbone=UNet2026.05 | 50 | 0 |