Deblurring on LSM Vessels held-out patches (test)
92SSIMUNet
Evaluation results
| Method | Links | |
|---|---|---|
| UNetPre-training Strategy=Image-only pretraining, Training Regime=Many-shot2026.05 | 92 | |
| SwinPre-training Strategy=Scratch, Training Regime=Many-shot2026.05 | 90 | |
| UNetPre-training Strategy=Scratch, Training Regime=Many-shot2026.05 | 90 | |
| SwinPre-training Strategy=Image+text pretraining, Training Regime=Many-shot2026.05 | 90 | |
| UNetPre-training Strategy=Image+text pretraining, Training Regime=Many-shot2026.05 | 90 | |
| UNetPre-training Strategy=Image-only pretraining, Training Regime=Few-shot2026.05 | 89 | |
| UNetPre-training Strategy=Scratch, Training Regime=Few-shot2026.05 | 88 | |
| SwinPre-training Strategy=Image+text pretraining, Training Regime=Few-shot2026.05 | 85 | |
| SwinPre-training Strategy=Scratch, Training Regime=Few-shot2026.05 | 80 | |
| UNetPre-training Strategy=Image+text pretraining, Training Regime=Few-shot2026.05 | 78 | |
| SwinPre-training Strategy=Image-only pretraining, Training Regime=Few-shot2026.05 | 73 | |
| SwinPre-training Strategy=Image-only pretraining, Training Regime=Many-shot2026.05 | 69 |