SOTA Sparse-View CT Reconstruction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
NIH-AAPM-Mayo Clinic Low-Dose CT Grand Challenge 2016 (test)	QN-Mixer	PSNR50.09	75	4mo ago
AAPM-LDCT 18-view	FBPConv	RMSE1.78	29	4mo ago
LUNA16	DuFal	PSNR29.41	24	4mo ago
ToothFairy (test)	DuFal	PSNR30.51	24	4mo ago
LIDC Sagittal View (test)	DiffusionBlend++	PSNR34.86	24	4mo ago
LIDC	DiffusionBlend++	PSNR34.46	24	4mo ago
LIDC Coronal View (test)	DiffusionBlend++	PSNR35.66	24	4mo ago
Sparse-view CT volumes 20-view	CDPA	Average PSNR37.39	23	2mo ago
AAPM 2-view	TrO	PSNR (Axial)27.29	21	1mo ago
AAPM 4-view	TrO	Axial PSNR34.99	21	1mo ago
AAPM 8-view	TrO	Axial PSNR40.02	21	1mo ago
Knee	DeepSparse	VIF0.4391	21	4mo ago
LUNA16 Chest	DeepSparse	VIF30.12	21	4mo ago
AAPM Sagittal View (test)	DiffusionBlend++	PSNR36.48	21	4mo ago
AAPM	DiffusionBlend++	PSNR35.69	21	4mo ago
AAPM Coronal View (test)	DiffusionBlend++	PSNR37.87	21	4mo ago
Walnut 20 views	CDPA	PSNR30.71	16	2mo ago
Dental 20 views	CDPA	PSNR34.76	16	2mo ago
LUNA16 (test)	DuFal	W-PSNR30.59	15	4mo ago
AAPM-LDCT 72-view	FreeSeed-DUDO	RMSE0.65	15	4mo ago
AAPM-LDCT 36-view	FreeSeed-DUDO	RMSE1.16	15	4mo ago
Kidney CT dataset 18-view	CTO	RMSE (HU)53.5	14	4mo ago
(test)	RED (DEQ)	SNR (dB)35.26	14	4mo ago
LIDC (out-of-domain)	DisINR	PSNR38.85	12	2mo ago
DeepLesion (in-domain)	DisINR	PSNR40.3	12	2mo ago

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