| Input |
baseline_reflectance (LMSE: 0.019934) |
baseline_shading (LMSE: 0.026400) |
baseline_sqrt (LMSE: 0.011117) |
[Bell et al. 2014] (LMSE: 0.013616) |
[Bonneel et al. 2014] (automatic) (LMSE: 0.013444) |
[Bonneel et al. 2014] (scribbles) (LMSE: 0.013092) |
[Bousseau et al. 2009] (LMSE: 0.025206) |
[Narihira et al. 2015] (LMSE: 0.016053) |
[Garces et al. 2012] (LMSE: 0.028908) |
[Grosse et al. 2009] (color) (LMSE: 0.013126) |
[Grosse et al. 2009] (gray) (LMSE: 0.013653) |
[Shen et al. 2011] (optimization) (LMSE: 0.014375) |
[Barron and Malik 2015] (LMSE: 0.026954) |
[Gehler et al. 2011] (LMSE: 0.015312) |
[Zhao et al. 2012] (LMSE: 0.015732) |
[Zhou et al. 2015] (LMSE: 0.014008) |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| Input |
baseline_reflectance (LMSE: 0.006650) |
baseline_shading (LMSE: 0.006986) |
baseline_sqrt (LMSE: 0.003072) |
bell2014_densecrf (LMSE: 0.004554) |
bonneel2014_automatic (LMSE: 0.003550) |
bonneel2014_scribbles (LMSE: 0.003545) |
bousseau2009 (LMSE: 0.008258) |
narihira2015 (LMSE: 0.008404) |
garces2012_clustering (LMSE: 0.006529) |
grosse2009_color_retinex (LMSE: 0.003737) |
grosse2009_grayscale_retinex (LMSE: 0.003915) |
shen2011_optimization (LMSE: 0.004358) |
barron2015 (LMSE: 0.006589) |
gehler2011 (LMSE: 0.005030) |
zhao2012_nonlocal (LMSE: 0.004664) |
zhou2015_reflprior (LMSE: 0.004716) |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| Input |
baseline_reflectance (LMSE: 0.009156) |
baseline_shading (LMSE: 0.009247) |
baseline_sqrt (LMSE: 0.004793) |
bell2014_densecrf (LMSE: 0.007782) |
bonneel2014_automatic (LMSE: 0.006141) |
bonneel2014_scribbles (LMSE: 0.005606) |
bousseau2009 (LMSE: 0.009071) |
narihira2015 (LMSE: 0.007717) |
garces2012_clustering (LMSE: 0.005040) |
grosse2009_color_retinex (LMSE: 0.006551) |
grosse2009_grayscale_retinex (LMSE: 0.006658) |
shen2011_optimization (LMSE: 0.006955) |
barron2015 (LMSE: 0.006225) |
gehler2011 (LMSE: 0.006398) |
zhao2012_nonlocal (LMSE: 0.005510) |
zhou2015_reflprior (LMSE: 0.005963) |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| Input |
baseline_reflectance (LMSE: 0.004362) |
baseline_shading (LMSE: 0.004161) |
baseline_sqrt (LMSE: 0.003526) |
bell2014_densecrf (LMSE: 0.004379) |
bonneel2014_automatic (LMSE: 0.004589) |
bonneel2014_scribbles (LMSE: 0.003914) |
bousseau2009 (LMSE: 0.004454) |
narihira2015 (LMSE: 0.007749) |
garces2012_clustering (LMSE: 0.005287) |
grosse2009_color_retinex (LMSE: 0.004081) |
grosse2009_grayscale_retinex (LMSE: 0.004115) |
shen2011_optimization (LMSE: 0.003994) |
barron2015 (LMSE: 0.004342) |
gehler2011 (LMSE: 0.004780) |
zhao2012_nonlocal (LMSE: 0.004696) |
zhou2015_reflprior (LMSE: 0.004330) |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| Input |
baseline_reflectance (LMSE: 0.015365) |
baseline_shading (LMSE: 0.015226) |
baseline_sqrt (LMSE: 0.007646) |
bell2014_densecrf (LMSE: 0.010549) |
bonneel2014_automatic (LMSE: 0.015009) |
bonneel2014_scribbles (LMSE: 0.014417) |
bousseau2009 (LMSE: 0.010128) |
narihira2015 (LMSE: 0.011166) |
garces2012_clustering (LMSE: 0.015783) |
grosse2009_color_retinex (LMSE: 0.014155) |
grosse2009_grayscale_retinex (LMSE: 0.014758) |
shen2011_optimization (LMSE: 0.009088) |
barron2015 (LMSE: 0.013835) |
gehler2011 (LMSE: 0.014187) |
zhao2012_nonlocal (LMSE: 0.013927) |
zhou2015_reflprior (LMSE: 0.013858) |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| Input |
baseline_reflectance (LMSE: 0.013620) |
baseline_shading (LMSE: 0.110968) |
baseline_sqrt (LMSE: 0.028632) |
bell2014_densecrf (LMSE: 0.074358) |
bonneel2014_automatic (LMSE: 0.054976) |
bonneel2014_scribbles (LMSE: 0.054879) |
bousseau2009 (LMSE: 0.018787) |
narihira2015 (LMSE: 0.040280) |
garces2012_clustering (LMSE: 0.074069) |
grosse2009_color_retinex (LMSE: 0.092229) |
grosse2009_grayscale_retinex (LMSE: 0.094186) |
shen2011_optimization (LMSE: 0.012784) |
barron2015 (LMSE: 0.085973) |
gehler2011 (LMSE: 0.030036) |
zhao2012_nonlocal (LMSE: 0.035318) |
zhou2015_reflprior (LMSE: 0.013481) |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| Input |
baseline_reflectance (LMSE: 0.017872) |
baseline_shading (LMSE: 0.048460) |
baseline_sqrt (LMSE: 0.021684) |
bell2014_densecrf (LMSE: 0.021479) |
bonneel2014_automatic (LMSE: 0.021742) |
bonneel2014_scribbles (LMSE: 0.012708) |
bousseau2009 (LMSE: 0.007101) |
narihira2015 (LMSE: 0.009479) |
garces2012_clustering (LMSE: 0.027308) |
grosse2009_color_retinex (LMSE: 0.032465) |
grosse2009_grayscale_retinex (LMSE: 0.032582) |
shen2011_optimization (LMSE: 0.006597) |
barron2015 (LMSE: 0.024520) |
gehler2011 (LMSE: 0.026055) |
zhao2012_nonlocal (LMSE: 0.020320) |
zhou2015_reflprior (LMSE: 0.013239) |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| Input |
baseline_reflectance (LMSE: 0.134232) |
baseline_shading (LMSE: 0.096497) |
baseline_sqrt (LMSE: 0.126791) |
bell2014_densecrf (LMSE: 0.091185) |
bonneel2014_automatic (LMSE: 0.087536) |
bonneel2014_scribbles (LMSE: 0.077530) |
bousseau2009 (LMSE: 0.175109) |
narihira2015 (LMSE: 0.077795) |
garces2012_clustering (LMSE: 0.190043) |
grosse2009_color_retinex (LMSE: 0.085488) |
grosse2009_grayscale_retinex (LMSE: 0.086385) |
shen2011_optimization (LMSE: 0.115109) |
barron2015 (LMSE: 0.135659) |
gehler2011 (LMSE: 0.083653) |
zhao2012_nonlocal (LMSE: 0.161955) |
zhou2015_reflprior (LMSE: 0.092248) |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| Input |
baseline_reflectance (LMSE: 0.016605) |
baseline_shading (LMSE: 0.015461) |
baseline_sqrt (LMSE: 0.008118) |
bell2014_densecrf (LMSE: 0.008096) |
bonneel2014_automatic (LMSE: 0.008639) |
bonneel2014_scribbles (LMSE: 0.008030) |
bousseau2009 (LMSE: 0.011410) |
narihira2015 (LMSE: 0.012116) |
garces2012_clustering (LMSE: 0.011077) |
grosse2009_color_retinex (LMSE: 0.008996) |
grosse2009_grayscale_retinex (LMSE: 0.009218) |
shen2011_optimization (LMSE: 0.008491) |
barron2015 (LMSE: 0.012861) |
gehler2011 (LMSE: 0.010073) |
zhao2012_nonlocal (LMSE: 0.009257) |
zhou2015_reflprior (LMSE: 0.009956) |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
| |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |