2D Clamp Ablation

image: church · init: random · seed: 17 · step: 1000

Target

target
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Metricnoneloss_input_clampparameter_clampsigmoid
ahiq
missing_final
Missing
missing_final
Missing
missing_final
Missing
missing_final
Missing
ckdn
missing_final
Missing
missing_final
Missing
missing_final
Missing
missing_final
Missing
cvvdp
ok
cvvdp none final
loss 1.11617
min -0.16077 / max 1.31135
ok
cvvdp loss_input_clamp final
loss 1.11522
min -0.160768 / max 1.31153
ok
cvvdp parameter_clamp final
loss 0.467084
min 0 / max 1
ok
cvvdp sigmoid final
loss 0.478311
min 1.00224e-06 / max 0.999999
cw_ssim
ok
cw_ssim none final
loss 9.02688e-06
min -0.742798 / max 2.09141
ok
cw_ssim loss_input_clamp final
loss 0.00404931
min -0.251908 / max 1.25295
ok
cw_ssim parameter_clamp final
loss 2.81992e-06
min 0 / max 1
ok
cw_ssim sigmoid final
loss 0.0281352
min 9.99632e-07 / max 0.999999
dists
ok
dists none final
loss 0.0396351
min -0.85562 / max 1.78124
ok
dists loss_input_clamp final
loss 0.0456492
min -0.211252 / max 1.19399
ok
dists parameter_clamp final
loss 0.0466558
min 0 / max 1
ok
dists sigmoid final
loss 0.0830193
min 1.00445e-06 / max 0.999999
fsim
missing_final
Missing
ok
fsim loss_input_clamp final
loss 0.0953537
min -0.306116 / max 1.34543
ok
fsim parameter_clamp final
loss 0.0711153
min 0 / max 1
ok
fsim sigmoid final
loss 0.103584
min 1.0309e-06 / max 0.999999
gmsd
missing_final
Missing
ok
gmsd loss_input_clamp final
loss 0.00651317
min -0.222339 / max 1.16481
ok
gmsd parameter_clamp final
loss 0.00577059
min 0 / max 1
ok
gmsd sigmoid final
loss 0.00816923
min 1.00026e-06 / max 0.999999
l1
ok
l1 none final
loss 0.00124031
min -0.00655163 / max 1.00658
ok
l1 loss_input_clamp final
loss 0.00156064
min -0.111286 / max 1.11121
ok
l1 parameter_clamp final
loss 0.00121019
min 0 / max 1
ok
l1 sigmoid final
loss 0.0010865
min 1.00286e-06 / max 0.999999
l2
ok
l2 none final
loss 5.58199e-15
min -1.05268e-20 / max 1
ok
l2 loss_input_clamp final
loss 1.42413e-06
min -0.0679195 / max 1.06792
ok
l2 parameter_clamp final
loss 5.32091e-15
min 0 / max 1
ok
l2 sigmoid final
loss 0.000451131
min 1.00478e-06 / max 0.999999
lpips
ok
lpips none final
loss 0.00879426
min -0.802709 / max 1.76509
ok
lpips loss_input_clamp final
loss 0.0661013
min -0.174655 / max 1.14909
ok
lpips parameter_clamp final
loss 0.0096402
min 0 / max 1
ok
lpips sigmoid final
loss 0.0304156
min 1.00538e-06 / max 0.999999
mad
ok
mad none final
loss 65.0357
min -0.897739 / max 2.25678
ok
mad loss_input_clamp final
loss 84.7988
min -0.173358 / max 1.1982
ok
mad parameter_clamp final
loss 68.0282
min 0 / max 1
ok
mad sigmoid final
loss 81.4868
min 2.43391e-07 / max 0.999995
ms_ssim
ok
ms_ssim none final
loss 3.69549e-06
min -0.114542 / max 1.08719
ok
ms_ssim loss_input_clamp final
loss 0.0382825
min -0.156468 / max 1.18212
ok
ms_ssim parameter_clamp final
loss 1.54972e-06
min 0 / max 1
ok
ms_ssim sigmoid final
loss 0.00839126
min 1.00881e-06 / max 0.999999
nlpd
ok
nlpd none final
loss 0.00328456
min -0.808369 / max 1.76095
ok
nlpd loss_input_clamp final
loss 0.106391
min -0.205165 / max 1.22435
ok
nlpd parameter_clamp final
loss 0.00364224
min 0 / max 1
ok
nlpd sigmoid final
loss 0.00600214
min 1.31214e-06 / max 0.999999
pieapp
missing_final
Missing
ok
pieapp loss_input_clamp final
loss -44.2255
min -0.206005 / max 1.2481
ok
pieapp parameter_clamp final
loss -53.9566
min 0 / max 1
ok
pieapp sigmoid final
loss -39.7801
min 9.5541e-07 / max 0.999999
ssim
ok
ssim none final
loss 4.76837e-06
min -0.000233297 / max 1
ok
ssim loss_input_clamp final
loss 0.312827
min -0.193533 / max 1.13968
ok
ssim parameter_clamp final
loss 4.64916e-06
min 0 / max 1
ok
ssim sigmoid final
loss 0.00132525
min 1.10144e-06 / max 0.999999
topiq_fr
missing_final
Missing
missing_final
Missing
missing_final
Missing
missing_final
Missing
vif
missing_final
Missing
ok
vif loss_input_clamp final
loss 0.410381
min -0.215576 / max 1.21098
ok
vif parameter_clamp final
loss 0
min 0 / max 1
ok
vif sigmoid final
loss 0
min 1.16585e-06 / max 0.999999
vsi
missing_final
Missing
ok
vsi loss_input_clamp final
loss 0.0223031
min -0.320522 / max 1.32499
ok
vsi parameter_clamp final
loss 0.0159062
min 0 / max 1
ok
vsi sigmoid final
loss 0.0189132
min 1.00136e-06 / max 0.999999