Hugging Face's logo

GeoBrain
/
ground-roll-attenuation

PyTorch
seismic
ground-roll
denoising
unet
resunet
dncnn
attention-unet
Model card Files
xet
 Community
ZDDWLIG commited on
Commit
8d9ba44
·
verified ·
1 Parent(s): 03d896d

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +5 -5
README.md CHANGED
@@ -38,11 +38,11 @@ Five ground-roll intensity levels produce paired noisy / noise-label records:
38
 
39
  | Level | SNR (dB) | PSNR (dB) | SSIM | MAE | MSE | RMSE |
40
  |-------|----------|-----------|------|-----|-----|------|
41
- | 1.0 | 2.71 | 21.83 | 0.95 | 0.020000 | 0.006558 | 0.080000 |
42
- | 3.0 | -6.83 | 18.31 | 0.95 | 0.020000 | 0.014756 | 0.120000 |
43
- | 5.0 | -11.27 | 17.40 | 0.95 | 0.030000 | 0.018217 | 0.130000 |
44
- | 7.0 | -14.19 | 16.97 | 0.95 | 0.030000 | 0.020084 | 0.140000 |
45
- | 9.0 | -16.37 | 16.73 | 0.95 | 0.030000 | 0.021248 | 0.150000 |
46
 
47
  *Metrics computed on the test set (2D flattened shot gathers) in the normalized domain before denoising.*
48
 
 
38
 
39
  | Level | SNR (dB) | PSNR (dB) | SSIM | MAE | MSE | RMSE |
40
  |-------|----------|-----------|------|-----|-----|------|
41
+ | 1.0 | 2.7129 | 21.8322 | 0.9527 | 0.015312 | 0.006558 | 0.080982 |
42
+ | 3.0 | -6.8295 | 18.3104 | 0.9477 | 0.022968 | 0.014756 | 0.121473 |
43
+ | 5.0 | -11.2665 | 17.3952 | 0.9466 | 0.025520 | 0.018217 | 0.134970 |
44
+ | 7.0 | -14.1891 | 16.9715 | 0.9461 | 0.026796 | 0.020084 | 0.141719 |
45
+ | 9.0 | -16.3720 | 16.7268 | 0.9458 | 0.027561 | 0.021248 | 0.145768 |
46
 
47
  *Metrics computed on the test set (2D flattened shot gathers) in the normalized domain before denoising.*
48