HUMUS-Net (train only)

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical4 results

Image ReconstructiononfastMRI Knee 8x
PSNR· 2022-03-15
37
best: 37.3 (HUMUS-Net (train+val data))
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction arXiv:2203.08213
Image ReconstructiononfastMRI Knee 8x
SSIM· 2022-03-15
0.8936
best: 0.8945 (HUMUS-Net (train+val data))
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction arXiv:2203.08213
MRI ReconstructiononfastMRI Knee 8x
PSNR· 2022-03-15
37
best: 37.3 (HUMUS-Net (train+val data))
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction arXiv:2203.08213
MRI ReconstructiononfastMRI Knee 8x
SSIM· 2022-03-15
0.8936
best: 0.8945 (HUMUS-Net (train+val data))
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction arXiv:2203.08213