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ResearchFormerly WizWand

2D image reconstruction on Natural images (test)

26.69PSNRGau
19.451621.330823.2125.0892May 18, 2022
Updated 7mo ago

Evaluation results

MethodLinks
GauEncoding type=complex positional encoding with gradient descent, No. of params (memory)=196, 608 (0.79M), Time (s)=2.012022.0526.69
GauEncoding type=complex positional encoding with closed-form solution, No. of params (memory)=196, 608 (0.79M), Time (s)=0.182022.0526.69
TriEncoding type=complex positional encoding with gradient descent, No. of params (memory)=196, 608 (0.79M), Time (s)=1.482022.0526.65
RFFEncoding type=simple positional encoding, No. of params (memory)=329, 475 (1.32M), Time (s)=22.622022.0526.58
TriEncoding type=complex positional encoding with closed-form solution, No. of params (memory)=196, 608 (0.79M), Time (s)=0.032022.0526.36
GauEncoding type=simple positional encoding, No. of params (memory)=329, 475 (1.32M), Time (s)=23.122022.0526.17
LinFEncoding type=simple positional encoding, No. of params (memory)=329, 475 (1.32M), Time (s)=22.592022.0526.12
LogFEncoding type=simple positional encoding, No. of params (memory)=329, 475 (1.32M), Time (s)=22.672022.0526.11
TriEncoding type=simple positional encoding, No. of params (memory)=329, 475 (1.32M), Time (s)=22.982022.0525.96
RFFEncoding type=complex positional encoding with gradient descent, No. of params (memory)=196, 608 (0.79M), Time (s)=1.552022.0524.34
LogFEncoding type=complex positional encoding with gradient descent, No. of params (memory)=196, 608 (0.79M), Time (s)=1.852022.0523.55
LinFEncoding type=complex positional encoding with gradient descent, No. of params (memory)=196, 608 (0.79M), Time (s)=1.932022.0519.73