Dataset | Fitting error | Sensitivity adjustment |
Muli-layer Perceptron | Muli-layer Perceptron | |
Average training | 4.83 ± 0.27 [dB] | N/A |
Average testing | 5.83 ± 0.21 [dB] | N/A |
modelfest | 3.15 [dB] | 1.000 |
hdrvdp_csf | 5.34 [dB] | 1.000 |
rovamo1993 | 5.22 [dB] | 1.000 |
laird2006 | 1.99 [dB] | 1.000 |
snowden1995 | 3.93 [dB] | 1.000 |
robson1966 | 0.70 [dB] | 1.000 |
virsu1979 | 3.53 [dB] | 1.000 |
virsu1982 | 0.75 [dB] | 1.000 |
wright1983 | 0.36 [dB] | 1.000 |
colorfest | 4.51 [dB] | 1.000 |
hdr_csf | 5.02 [dB] | 1.000 |
kim2013 | 7.70 [dB] | 1.000 |
five_centres | 6.12 [dB] | 1.000 |
lucassen2018 | 4.58 [dB] | 1.000 |
hdr_csf_disc | 7.11 [dB] | 1.000 |
kong2018 | 4.03 [dB] | 1.000 |
vanderHorst1969_b | 3.59 [dB] | 1.000 |
hansen2009 | 2.39 [dB] | 1.000 |
To keep the plots legible, only up to 3 models are plotted.