| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Detection | Clinical dataset | mAP37.2 | 26 | |
| Joint MRI Reconstruction and Super-Resolution | clinical dataset (test) | PSNR30.4 | 14 | |
| Super Resolution | Clinical Dataset | PSNR37.77 | 13 | |
| Ultrasound View Synthesis | Clinical Dataset Case6 | PSNR28.181 | 6 | |
| Ultrasound View Synthesis | Clinical Dataset Case5 | PSNR22.723 | 6 | |
| Ultrasound View Synthesis | Clinical Dataset Case4 | PSNR24.03 | 6 | |
| Ultrasound View Synthesis | Clinical Dataset Case3 | PSNR21.57 | 6 | |
| Ultrasound View Synthesis | Clinical Dataset Case2 | PSNR24.644 | 6 | |
| Ultrasound View Synthesis | Clinical Dataset Case1 | PSNR18.846 | 6 | |
| PET Reconstruction | Clinical dataset | ΔSUVmax1.4751 | 6 | |
| PET Reconstruction | Clinical dataset | PSNR34.97 | 6 | |
| Global Longitudinal Strain calculation | Clinical Dataset comparison Private (Reference) | Bias-0.014 | 6 | |
| HIFU interference suppression | Clinical dataset Diverging Wave (test) | PSNR25.49 | 5 | |
| HIFU interference suppression | Clinical dataset Wide Beam (test) | PSNR26.2 | 5 | |
| HIFU interference suppression | Clinical dataset Line Scan (test) | PSNR27.29 | 5 | |
| Coronary structure extraction | Clinical dataset (650 patients) (test) | Overall Quality Score4.726 | 5 | |
| Uncertainty Calibration | Clinical dataset (test) | ECE0.041 | 5 | |
| Surgical Skill Assessment | Clinical dataset (3-Fold) | SROCC0.565 | 5 | |
| Lactate Regression | Clinical dataset (test) | R20.76 | 5 | |
| Global Longitudinal Strain calculation | Private Clinical Dataset (Test-retest) | Bias (%)-0.13 | 4 | |
| Rib suppression rating | Clinical dataset | Doctor A p-value0.031 | 4 | |
| Lactate Regression | Clinical dataset (val) | Validation Loss9.59 | 4 | |
| Lactate Regression | Clinical dataset (train) | Training Loss6.47 | 4 | |
| 2D/3D Registration | Clinical dataset 16 patients 2D ultrasound to MR | Success Rate (Strict 10/10)45.2 | 3 |