Image Reconstruction on RxRx1 and SR-Caco-2 (test)
28.94PSNRDiffusion-RL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Diffusion-RLPSF=NA=1.05, λ=650nm, alpha=2552026.06 | 28.94 | 79.3 | |
| TV-RLPSF=NA=1.05, λ=650nm, alpha=2552026.06 | 28.5 | 77.7 | |
| Diffusion-RLPSF=Two-photon NA=0.8, λ=800nm, alpha=2552026.06 | 28.48 | 77.7 | |
| TV-RLPSF=Two-photon NA=0.8, λ=800nm, alpha=2552026.06 | 28 | 76 | |
| Diffusion-RLPSF=NA=1.05, λ=650nm, alpha=1002026.06 | 27.58 | 76.4 | |
| Diffusion-RLPSF=Two-photon NA=0.8, λ=800nm, alpha=1002026.06 | 27.53 | 75.7 | |
| TV-RLPSF=NA=1.05, λ=650nm, alpha=1002026.06 | 27.07 | 71 | |
| RLPSF=NA=1.05, λ=650nm, alpha=2552026.06 | 26.98 | 71.9 | |
| TV-RLPSF=31×31, σ=3, alpha=2552026.06 | 26.91 | 72.1 | |
| TV-RLPSF=Two-photon NA=0.8, λ=800nm, alpha=1002026.06 | 26.88 | 70.1 | |
| Diffusion-RLPSF=31×31, σ=3, alpha=2552026.06 | 26.87 | 73.2 | |
| RLPSF=Two-photon NA=0.8, λ=800nm, alpha=2552026.06 | 26.64 | 70.1 | |
| TV-RLPSF=31×31, σ=3, alpha=1002026.06 | 26.17 | 67.2 | |
| Diffusion-RLPSF=31×31, σ=3, alpha=1002026.06 | 25.93 | 71.4 | |
| RLPSF=31×31, σ=3, alpha=2552026.06 | 25.83 | 66.4 | |
| Diffusion-RLPSF=61×61, σ=5, alpha=2552026.06 | 25.05 | 67.1 | |
| TV-RLPSF=61×61, σ=5, alpha=2552026.06 | 24.83 | 65.3 | |
| Diffusion-RLPSF=61×61, σ=5, alpha=1002026.06 | 24.71 | 66.5 | |
| RLPSF=NA=1.05, λ=650nm, alpha=1002026.06 | 24.69 | 62 | |
| RLPSF=Two-photon NA=0.8, λ=800nm, alpha=1002026.06 | 24.61 | 60.9 | |
| TV-RLPSF=61×61, σ=5, alpha=1002026.06 | 24.48 | 61.6 | |
| RLPSF=31×31, σ=3, alpha=1002026.06 | 24.18 | 58.2 | |
| RLPSF=61×61, σ=5, alpha=2552026.06 | 24.11 | 59.8 | |
| RLPSF=61×61, σ=5, alpha=1002026.06 | 23.02 | 53 | |
| Diffusion-RLPSF=Two-photon NA=0.8, λ=800nm, alpha=102026.06 | 21.89 | 50.2 | |
| Diffusion-RLPSF=61×61, σ=5, alpha=102026.06 | 21.63 | 48 | |
| Diffusion-RLPSF=31×31, σ=3, alpha=102026.06 | 21.31 | 47.4 | |
| Diffusion-RLPSF=NA=1.05, λ=650nm, alpha=102026.06 | 21.21 | 47.5 | |
| Diffusion-RLPSF=61×61, σ=5, alpha=52026.06 | 20.17 | 40.2 | |
| Diffusion-RLPSF=Two-photon NA=0.8, λ=800nm, alpha=52026.06 | 20.04 | 38.8 | |
| Diffusion-RLPSF=31×31, σ=3, alpha=52026.06 | 19.94 | 39.2 | |
| Diffusion-RLPSF=NA=1.05, λ=650nm, alpha=52026.06 | 19.11 | 34.4 | |
| TV-RLPSF=31×31, σ=3, alpha=102026.06 | 18.79 | 33.5 | |
| TV-RLPSF=61×61, σ=5, alpha=102026.06 | 18.77 | 31.7 | |
| TV-RLPSF=Two-photon NA=0.8, λ=800nm, alpha=102026.06 | 18.6 | 34 | |
| TV-RLPSF=NA=1.05, λ=650nm, alpha=102026.06 | 18.26 | 33.4 | |
| RLPSF=31×31, σ=3, alpha=102026.06 | 17.24 | 30.6 | |
| RLPSF=61×61, σ=5, alpha=102026.06 | 17.19 | 28.9 | |
| RLPSF=Two-photon NA=0.8, λ=800nm, alpha=102026.06 | 17.12 | 31.1 | |
| RLPSF=NA=1.05, λ=650nm, alpha=102026.06 | 16.91 | 30.6 | |
| TV-RLPSF=61×61, σ=5, alpha=52026.06 | 15.82 | 24.7 | |
| TV-RLPSF=31×31, σ=3, alpha=52026.06 | 15.72 | 25.9 | |
| TV-RLPSF=Two-photon NA=0.8, λ=800nm, alpha=52026.06 | 15.54 | 26.2 | |
| TV-RLPSF=NA=1.05, λ=650nm, alpha=52026.06 | 15.27 | 25.2 | |
| RLPSF=61×61, σ=5, alpha=52026.06 | 14.89 | 23.6 | |
| RLPSF=31×31, σ=3, alpha=52026.06 | 14.86 | 24.7 | |
| RLPSF=Two-photon NA=0.8, λ=800nm, alpha=52026.06 | 14.74 | 25 | |
| RLPSF=NA=1.05, λ=650nm, alpha=52026.06 | 14.56 | 24.1 |