Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Path Loss Prediction on LOGO-CV Blind 6 holdouts (test)
Loading...
7.4
RMSE Mean (dB)
Heteroscedastic Neural Network (Shared)
7.364
7.607
7.85
8.093
Nov 28, 2025
RMSE Mean (dB)
RMSE SD (dB)
PICP 95% Mean
PICP 95% SD
MPIW 95% Mean (dB)
MPIW 95% SD (dB)
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE Mean (dB)
RMSE SD (dB)
PICP 95% Mean
PICP 95% SD
MPIW 95% Mean (dB)
MPIW 95% SD (dB)
Heteroscedastic Neural Network (Shared)
Architecture=Shared, N...
2025.11
7.4
0.1
95.1
0.4
29.6
-
ML (MSE loss)
Architecture=MSE-optim...
2025.11
7.4
0.7
93.2
2.7
27
-
Heteroscedastic Neural Network (Partial)
Architecture=Partial,...
2025.11
7.7
0.2
94.7
0.6
30
-
Heteroscedastic Neural Network (Independent)
Architecture=Independe...
2025.11
8.3
1.5
95
1.2
32.5
-
Feedback
Search any
task
Search any
task