Multi-coil MRI Reconstruction on fastMRI Brain multi-coil 4x acceleration benchmark leaderboard · SOTA2 Research

Multi-coil MRI Reconstruction on fastMRI Brain multi-coil 4x acceleration

98.3SSIMUPMRI

Evaluation Results

Method	Links
UPMRI2025.12		98.3	42.19	—
LOUPE2025.01		97.8	33.4	0.104
SUNO2025.01		97.8	33.51	0.102
SeqMRI2025.01		97.3	33.01	0.109
MoDL2025.12		97	39.71	—
Uniform Random2025.01		97	32.37	0.116
Equispaced2025.01		97	32.2	0.118
LF2025.01		96.4	30.74	0.144
SUNO2025.01		96.2	32.54	0.117
BASS2025.01		95.8	33.35	0.115
SeqMRI2025.01		95.8	31.87	0.122
LF2025.01		95.6	30.22	0.154
PnP-Flow2025.12		95.1	37.92	—
VDPD2025.01		94.6	32.58	0.11
R-SSDU2025.12		94.1	36.23	—
Equispaced2025.01		94.1	29.93	0.156
W-SSDU2025.12		93.9	36.09	—
DDNM+2025.12		93.8	40	—
Uniform Random2025.01		93.8	29.28	0.175
LOUPE2025.01		93.1	32.38	0.119
BASS2025.01		92.1	31.92	0.124
GTF2M2025.12		91.6	33.99	—
OT-ODE2025.12		90.7	33.95	—
SUNO2025.01		90.3	32.83	0.111
LOUPE2025.01		90	32.61	0.114
ENSURE2025.12		89.9	32.75	—
SeqMRI2025.01		89.7	32.22	0.118
VDPD2025.01		89.6	32.02	0.123
VDPD2025.01		89.6	29.77	0.158
BASS2025.01		89.2	32.18	0.119
Equispaced2025.01		89.1	32.13	0.12
Uniform Random2025.01		87.3	31.83	0.124
MOI2025.12		86.9	30.97	—
LF2025.01		85.4	29.14	0.173
SSDU2025.12		83.1	28.13	—
Zero-Filled2025.12		81.5	28.28	—
REI2025.12		68.3	21.59	—