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Image Reconstruction on DIV2K (test)

54.54PSNRMiraGe
31.722437.646243.5749.4938Jul 30, 2024Aug 9, 2024Aug 20, 2024Aug 31, 2024Sep 10, 2024Sep 21, 2024Oct 2, 2024

Evaluation results

MethodLinks
MiraGeNumber of Gaussians=100k2024.1054.54—99.98
MiraGeNumber of Gaussians=70k2024.1053.22—99.96
GaussianImageNumber of Gaussians=100k*2024.1041.48—99.81
GaussianImageNumber of Gaussians=70k2024.1039.53—99.75
3DGS2024.1039.36—99.79
SIREN2024.1039.08—99.58
NeuRBF2024.1038.6—99.13
I-NGP2024.1037.06—99.5
TUNERbandwidth (b)=190, cL=1.5, cH=0.05, bounding=with bounding2024.0735.9——
WIRE2024.1035.64—95.11
TUNERbandwidth (b)=256, cL=1.5, cH=0.05, bounding=with bounding2024.0734.8——
TUNERbandwidth (b)=190, cL=1.5, cH=0.2, bounding=with bounding2024.0734.4——
Standard Trainingbandwidth (b)=190, cL=1.5, cH=0.05, bounding=without bounding2024.0734——
Standard Trainingbandwidth (b)=190, cL=1.5, cH=0.2, bounding=without bounding2024.0734——
Standard Trainingbandwidth (b)=256, cL=1.5, cH=0.05, bounding=without bounding2024.0732.6——