MRI Reconstruction on fastMRI Knee (test)

93SSIM

E2E-VN

Updated 1d ago

Evaluation Results

Method
E2E-VN 2020.04	93	0.5	40
SubtleMR 2020.04	92.9	0.5	40
AIRS Medical 2020.04	92.9	0.5	40
SigmaNet 2020.04	92.8	0.5	40
i-RIM 2020.04	92.8	0.5	40
NO 2024.10	92.19	-	39.14
ADL 2022.04	92	-	38.3
ADS 2026.05	91.26	-	-
E2E-VN 2024.10	90.48	-	38.33
DPS 2026.05	90.13	-	-
ADL 2022.04	90	-	36.9
LOUPE 2026.05	89.52	-	-
E2E-VN 2020.04	89	0.9	37
BM4D 2022.04	89	-	37.1
ADL 2022.04	89	-	35.1
SubtleMR 2020.04	88.8	0.9	37
AIRS Medical 2020.04	88.8	0.9	37
SigmaNet 2020.04	88.8	0.9	37
i-RIM 2020.04	88.8	0.9	37
U-Net 2024.10	88.03	-	37.07
ADL 2022.04	88	-	34.1
BM4D 2022.04	87	-	35.9
task-aware flow-based generative framework 2026.05	85.84	-	-
BM4D 2022.04	85	-	34.3
BM4D 2022.04	82	-	33.1
Zero-filled 2024.10	78.48	-	31
ZF 2026.05	71.84	-	-
task-aware flow-based generative framework 2026.05	71.63	-	-
CSGM 2024.10	67.89	-	26.52
PnP-DM 2024.10	63.83	-	26.52
A-DPS 2026.05	58.2	-	-
ScoreMRI 2024.10	57.89	-	25.72
DPS 2026.05	56.8	-	-
LOUPE 2026.05	56.7	-	-
l1-Wavelet 2024.10	56.67	-	25.67
ZF 2026.05	56.65	-	-