MRI Reconstruction on fastMRI Knee (test) benchmark leaderboard · SOTA2 Research

MRI Reconstruction on fastMRI Knee (test)

93SSIME2E-VN

Evaluation Results

Method
E2E-VN2020.04	93	0.5	40
SubtleMR2020.04	92.9	0.5	40
AIRS Medical2020.04	92.9	0.5	40
SigmaNet2020.04	92.8	0.5	40
i-RIM2020.04	92.8	0.5	40
NO2024.10	92.19	—	39.14
ADL2022.04	92	—	38.3
ADS2026.05	91.26	—	—
E2E-VN2024.10	90.48	—	38.33
DPS2026.05	90.13	—	—
ADL2022.04	90	—	36.9
LOUPE2026.05	89.52	—	—
E2E-VN2020.04	89	0.9	37
BM4D2022.04	89	—	37.1
ADL2022.04	89	—	35.1
SubtleMR2020.04	88.8	0.9	37
AIRS Medical2020.04	88.8	0.9	37
SigmaNet2020.04	88.8	0.9	37
i-RIM2020.04	88.8	0.9	37
U-Net2024.10	88.03	—	37.07
ADL2022.04	88	—	34.1
BM4D2022.04	87	—	35.9
task-aware flow-based generative framework2026.05	85.84	—	—
BM4D2022.04	85	—	34.3
BM4D2022.04	82	—	33.1
Zero-filled2024.10	78.48	—	31
ZF2026.05	71.84	—	—
task-aware flow-based generative framework2026.05	71.63	—	—
CSGM2024.10	67.89	—	26.52
PnP-DM2024.10	63.83	—	26.52
A-DPS2026.05	58.2	—	—
ScoreMRI2024.10	57.89	—	25.72
DPS2026.05	56.8	—	—
LOUPE2026.05	56.7	—	—
l1-Wavelet2024.10	56.67	—	25.67
ZF2026.05	56.65	—	—