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Inverse design on Nanophotonics structures

40Designable Volume

DEN

Updated 1mo ago

Evaluation Results

Method	Links
DEN 2026.06		40	33.33
Tandem MLP 2026.06		14.37	10
GAN 2026.06		12.96	42
Tandem MLP 2026.06		12	1
GAN 2026.06		11.11	100
MLP 2026.06		9	30
MLP 2026.06		7.56	25,000
CNN 2026.06		5.44	1
DEN 2026.06		4.59	55
GAN 2026.06		3.49	17.73
MLP 2026.06		2.99	1
GAN 2026.06		2.78	7.81
GAN 2026.06		2.44	3.9
Transformer 2026.06		2.25	5
GAN 2026.06		1.96	4,000
VAE 2026.06		1.78	31.25
MLP 2026.06		1.78	-
VAE 2026.06		1.64	32
cGAN 2026.06		1.32	3.59
Tandem MLP 2026.06		0.95	1
MLP 2026.06		0.94	2
GAN 2026.06		0.87	43.75
MLP 2026.06		0.71	10
MLP 2026.06		0.44	1
CDCGAN 2026.06		0.23	300,000
GAN 2026.06		0.2	2
Tandem MLP 2026.06		0.09	20