notesum.ai

Published at December 4

Generating Synthetic Genotypes using Diffusion Models

cs.CE

Released Date: December 4, 2024

Authors: Philip Kenneweg¹, Raghuram Dandinasivara¹, Xiao Luo², Barbara Hammer¹, Alexander Schönhuth

Aff.: ¹Bielefeld University, Germany; ²Hunan University, China

Arxiv: http://arxiv.org/pdf/2412.03278v1

Refer to caption

	Classifier	CNN	MLP	MLP + CNN	Transformer
	MLP	71.51	96.69	94.26	73.77
ALS data	Transformer	66.06	93.44	93.89	69.30
	CNN	69.88	91.72	93.17	68.72
	MLP	15.58	65.80	93.02	13.28
1KG data	Transformer	16.23	62.99	84.98	8.38
	CNN	19.52	56.57	77.54	21.21
	Average (all)	43.17	78.06	89.48	42.56