Low-dose PET reconstruction on UDPET MICCAI 2024 (test) benchmark leaderboard · SOTA2 Research

Low-dose PET reconstruction on UDPET MICCAI 2024 (test)

46.46PSNRMiG-DM

Evaluation Results

Method	Links
MiG-DM2025.12		46.46	0.9895	0.0002	0.0225	—
MiG-DM2025.12		46.15	0.9884	—	0.0184	0.2354
IDDPM2025.12		45.84	0.9886	0.0009	0.0196	—
Pix2Pix2025.12		45.25	0.9881	—	0.0248	0.7759
IDDPM2025.12		45.21	0.9871	—	0.0237	0.8971
MiG-DM2025.12		44.4	0.9852	—	0.0225	0.2624
Pix2Pix2025.12		43.83	0.9807	0.0014	0.0394	—
IDDPM2025.12		43.79	0.9833	—	0.0271	1.1685
Pix2Pix2025.12		43.75	0.9831	—	0.0359	1.1507
MiG-DM2025.12		43.61	0.982	—	0.0284	0.3708
IDDPM2025.12		42.98	0.9809	—	0.029	1.2186
Pix2Pix2025.12		42.47	0.98	—	0.0403	1.2321
MPRNet2025.12		34.28	0.9848	0.0005	0.0231	—
MPRNet2025.12		34.07	0.9808	—	0.0275	0.5678
U-Net2025.12		33.68	0.9848	0.0009	0.0228	—
U-Net2025.12		32.97	0.9776	—	0.0313	1.1612
ViT-Rec2025.12		32.6	0.9123	—	0.1106	0.7042
ViT-Rec2025.12		32.59	0.8956	0.0008	0.1278	—
U-Net2025.12		32.11	0.9803	—	0.0286	1.1464
U-Net2025.12		31.09	0.9723	—	0.039	1.5241
MPRNet2025.12		30.41	0.9115	—	0.1559	2.4648
ViT-Rec2025.12		30.2	0.8964	—	0.1655	1.3453
ViT-Rec2025.12		30.1	0.9064	—	0.1508	1.3426
MPRNet2025.12		29.72	0.8782	—	0.1767	1.4827