Table 1 Selected summary statistics from the PSNR gain distributions shown in Main Fig. 2c
From: Robust self-supervised denoising of voltage imaging data using CellMincer
Algorithm | Q | Mean PSNR | Mode PSNR | IQR |
|---|---|---|---|---|
CellMincer | 5 | 23.25 | 23.66 | 0.75 |
10 | 23.02 | 23.67 | 0.80 | |
50 | 22.76 | 23.75 | 1.41 | |
200 | 20.50 | 22.12 | 2.02 | |
SUPPORT | 5 | 23.10 | 23.16 | 1.57 |
10 | 22.29 | 22.66 | 1.80 | |
50 | 20.71 | 20.82 | 2.12 | |
200 | 19.21 | 19.80 | 2.42 | |
PMD | 5 | 22.01 | 22.16 | 1.14 |
10 | 21.64 | 21.88 | 1.23 | |
50 | 20.58 | 21.11 | 1.50 | |
200 | 19.43 | 20.76 | 1.68 | |
DeepCAD-RT | 5 | 16.41 | 16.86 | 0.79 |
10 | 15.01 | 15.40 | 0.70 | |
50 | 12.68 | 13.37 | 0.59 | |
200 | 10.59 | 11.67 | 0.56 | |
N2S | 5 | 8.61 | 8.38 | 0.64 |
10 | 8.47 | 8.61 | 0.78 | |
50 | 8.26 | 7.99 | 0.63 | |
200 | 7.02 | 6.24 | 1.40 | |
DeepSeMi | 5 | 9.80 | 9.74 | 0.37 |
10 | 8.76 | 8.86 | 0.40 | |
50 | 11.81 | 13.75 | 1.70 | |
200 | 9.31 | 12.71 | 2.90 | |
DeepVID | 5 | −1.69 | −1.33 | 0.72 |
10 | 3.33 | 3.75 | 1.08 | |
50 | −15.45 | −15.13 | 0.58 | |
200 | −10.37 | −10.00 | 0.53 |
