| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Mayo 2016 (test) | ProFed | Client #1 PSNR39.26 | 24 | 2mo ago | |
| Mayo 2020 (test) | ASCON | PSNR48.84 | 17 | 3mo ago | |
| LDCT | PSNR31.748 | 11 | 3mo ago | ||
| LIDC-IDRI 10% Dose | FrequencyCT | PSNR (dB)39.39 | 10 | 22d ago | |
| CTSpine1K 10% Dose | FrequencyCT | PSNR (dB)38.59 | 10 | 22d ago | |
| Mayo Ultra Low Dose 2020 | FrequencyCT | PSNR (dB)33.01 | 10 | 22d ago | |
| LIDC-IDRI 25% Dose | FrequencyCT | PSNR (dB)40.99 | 10 | 22d ago | |
| Mayo 10% Dose 2016 | FrequencyCT | PSNR (dB)39.77 | 10 | 22d ago | |
| Mayo 25% Dose 2016 | FrequencyCT | PSNR (dB)40.94 | 10 | 22d ago | |
| LDCT | FrequencyCT | Inference Time (s)30 | 9 | 22d ago | |
| Mayo OOD 2020 | F2N-S2 | PSNR (dB)37.59 | 8 | 3mo ago | |
| Mayo D45 (ID) 2016 | Noise2Clean | PSNR (dB)39.83 | 8 | 3mo ago | |
| Mayo B30 ID 2016 | Noise2Clean | PSNR (dB)40.52 | 8 | 3mo ago | |
| AAPM-Mayo dataset (test) | PSNR31.418 | 7 | 1mo ago | ||
| Temporal CT scans | GAN-Circle | Brain Mean HU39.43 | 7 | 3mo ago | |
| B30 3 mm² | ADL | PSNR43.69 | 6 | 3mo ago | |
| D45 1 mm² | ADL | PSNR33.66 | 6 | 3mo ago | |
| B30 1 mm² | ADL | PSNR39.83 | 6 | 3mo ago | |
| AAPM (test) | PSNR42.3891 | 5 | 3mo ago | ||
| Mayo LDCT 2016 | RED-CNN | Training Time (minutes)50 | 4 | 2mo ago |
