MRI Reconstruction on fastMRI Knee (test)
93SSIME2E-VN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| E2E-VNAcceleration=4x2020.04 | 93 | 0.5 | 40 | |
| SubtleMRAcceleration=4x2020.04 | 92.9 | 0.5 | 40 | |
| AIRS MedicalAcceleration=4x2020.04 | 92.9 | 0.5 | 40 | |
| SigmaNetAcceleration=4x2020.04 | 92.8 | 0.5 | 40 | |
| i-RIMAcceleration=4x2020.04 | 92.8 | 0.5 | 40 | |
| NOCategory=End-to-end, Undersampling=4x equispaced2024.10 | 92.19 | — | 39.14 | |
| ADLNoise Level=102022.04 | 92 | — | 38.3 | |
| ADSAcceleration=4x2026.05 | 91.26 | — | — | |
| E2E-VNCategory=End-to-end, Undersampling=4x equispaced2024.10 | 90.48 | — | 38.33 | |
| DPSAcceleration=4x2026.05 | 90.13 | — | — | |
| ADLNoise Level=152022.04 | 90 | — | 36.9 | |
| LOUPEAcceleration=4x2026.05 | 89.52 | — | — | |
| E2E-VNAcceleration=8x2020.04 | 89 | 0.9 | 37 | |
| BM4DNoise Level=102022.04 | 89 | — | 37.1 | |
| ADLNoise Level=252022.04 | 89 | — | 35.1 | |
| SubtleMRAcceleration=8x2020.04 | 88.8 | 0.9 | 37 | |
| AIRS MedicalAcceleration=8x2020.04 | 88.8 | 0.9 | 37 | |
| SigmaNetAcceleration=8x2020.04 | 88.8 | 0.9 | 37 | |
| i-RIMAcceleration=8x2020.04 | 88.8 | 0.9 | 37 | |
| U-NetCategory=End-to-end, Undersampling=4x equispaced2024.10 | 88.03 | — | 37.07 | |
| ADLNoise Level=352022.04 | 88 | — | 34.1 | |
| BM4DNoise Level=152022.04 | 87 | — | 35.9 | |
| task-aware flow-based generative frameworkAcceleration=4x2026.05 | 85.84 | — | — | |
| BM4DNoise Level=252022.04 | 85 | — | 34.3 | |
| BM4DNoise Level=352022.04 | 82 | — | 33.1 | |
| Zero-filledCategory=Learning-free, Undersampling=4x equispaced2024.10 | 78.48 | — | 31 | |
| ZFAcceleration=4x2026.05 | 71.84 | — | — | |
| task-aware flow-based generative frameworkAcceleration=8x2026.05 | 71.63 | — | — | |
| CSGMCategory=Diffusion, Undersampling=4x equispaced2024.10 | 67.89 | — | 26.52 | |
| PnP-DMCategory=Diffusion, Undersampling=4x equispaced2024.10 | 63.83 | — | 26.52 | |
| A-DPSAcceleration=8x2026.05 | 58.2 | — | — | |
| ScoreMRICategory=Diffusion, Undersampling=4x equispaced2024.10 | 57.89 | — | 25.72 | |
| DPSAcceleration=8x2026.05 | 56.8 | — | — | |
| LOUPEAcceleration=8x2026.05 | 56.7 | — | — | |
| l1-WaveletCategory=Learning-free, Undersampling=4x equispaced2024.10 | 56.67 | — | 25.67 | |
| ZFAcceleration=8x2026.05 | 56.65 | — | — |