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ResearchFormerly WizWand

Day-to-Night Translation on BDD100k (val)

14.426FIDAU-GAN
12.0632828.0116443.9659.90836Sep 1, 2024
Updated 4mo ago

Evaluation results

MethodLinks
AU-GANMethod Category=GAN baseline2024.0914.42645.973.9850.463
StS2024.0916.38441.3443.7180.505
CycleGAN-turboMethod Category=GAN baseline2024.0916.8449.8454.2150.431
CycleGANMethod Category=GAN baseline2024.0919.90858.3954.5390.469
TSITMethod Category=GAN baseline2024.0921.31556.4844.4460.3929
ControlNetMethod Category=Diffusion baseline, Timesteps=50, CFG-scale=7.52024.0935.09195.1716.340.493
SDEditMethod Category=Diffusion baseline, Strength Parameter=0.7, Timesteps=50, CFG-scale=7.5, Evaluation Protocol=zero-shot2024.0948.757161.6669.1850.603
MUNITMethod Category=GAN baseline2024.0952.152260.08112.9680.308
PnPMethod Category=Diffusion baseline, Timesteps=50, CFG-scale=7.5, Evaluation Protocol=zero-shot2024.0961.617172.8089.5750.768
SDEditMethod Category=Diffusion baseline, Strength Parameter=0.5, Timesteps=50, CFG-scale=7.5, Evaluation Protocol=zero-shot2024.0973.494242.00112.0970.661