Deblurring on LSM Amyloid Plaque held-out patches (test)
69SSIMUNet
Evaluation results
| Method | Links | |
|---|---|---|
| UNetPre-training Strategy=Image-only pretraining, Training Regime=Many-shot2026.05 | 69 | |
| UNetPre-training Strategy=Image+text pretraining, Training Regime=Many-shot2026.05 | 69 | |
| UNetPre-training Strategy=Scratch, Training Regime=Many-shot2026.05 | 67 | |
| SwinPre-training Strategy=Scratch, Training Regime=Many-shot2026.05 | 66 | |
| SwinPre-training Strategy=Image-only pretraining, Training Regime=Many-shot2026.05 | 65 | |
| UNetPre-training Strategy=Image+text pretraining, Training Regime=Few-shot2026.05 | 65 | |
| UNetPre-training Strategy=Image-only pretraining, Training Regime=Few-shot2026.05 | 64 | |
| SwinPre-training Strategy=Image+text pretraining, Training Regime=Many-shot2026.05 | 64 | |
| UNetPre-training Strategy=Scratch, Training Regime=Few-shot2026.05 | 63 | |
| SwinPre-training Strategy=Scratch, Training Regime=Few-shot2026.05 | 61 | |
| SwinPre-training Strategy=Image+text pretraining, Training Regime=Few-shot2026.05 | 58 | |
| SwinPre-training Strategy=Image-only pretraining, Training Regime=Few-shot2026.05 | 57 |