BioSR
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Spectral Unmixing | BioSR Microtubule/CCP, mTurquoise, 32-band v1 (test) | PSNR54.78 | 90 | |
| Spectral Unmixing | BioSR Microtubule/CCP, mTurquoise, 5-band v1 (test) | PSNR55.13 | 60 | |
| Spectral Unmixing | BioSR ER/CCP mTurquoise 32 bands | PSNR53.29 | 30 | |
| Spectral Unmixing | BioSR ER and CCP structures mTurquoise 5 bands | PSNR52.6 | 30 | |
| Spectral Unmixing | BioSR ER/CCP, 5 bands S.3 (test) | PSNR54.29 | 30 | |
| Spectral Unmixing | BioSR 300ms exposure | PSNR46.77 | 8 | |
| Spectral Unmixing | BioSR 100ms exposure | PSNR45.9 | 8 | |
| Spectral Unmixing | BioSR 20ms exposure | PSNR44.42 | 8 | |
| Spectral Unmixing | BioSR 10ms exposure | PSNR38.55 | 8 | |
| Fluorescence Microscopy Image Restoration | BioSR Microtubules (test) | Mean Resolution (nm)133.59 | 5 | |
| Fluorescence Microscopy Image Restoration | BioSR F-actin (test) | Mean Resolution (nm)135.25 | 5 | |
| Fluorescence Microscopy Image Restoration | BioSR ER (test) | Mean Resolution (nm)310.55 | 5 | |
| Fluorescence Microscopy Image Restoration | BioSR CCPs (test) | Mean Resolution (nm)137.16 | 5 | |
| Image Restoration | BioSR Microtubules | PSNR (dB)28.23 | 3 | |
| Image Restoration | BioSR F-actin | PSNR (dB)28.73 | 3 | |
| Image Restoration | BioSR ER | PSNR (dB)24.59 | 3 | |
| Image Restoration | BioSR CCPs | PSNR (dB)33.4 | 3 | |
| Super-resolution | BioSR ER structures | MS-SSIM0.934 | 3 | |
| Super-resolution | BioSR MT structures | MS-SSIM90.1 | 3 | |
| Super-Resolution | BioSR F-actin structures | MS-SSIM86.3 | 3 | |
| Super-resolution | BioSR CCP structures | MS-SSIM0.957 | 3 |
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