ResearchBenchmarksMRI Reconstruction on fastMRI Brain v1.0 (test)For AI assistantsMarkdownContent indexMRI Reconstruction on fastMRI Brain v1.0 (test)Follow0.98SSIME2E VarNet with QR-based uncertainty estimation module0.898880.919940.9410.96206Jan 19, 2026Evaluation resultsMethodMethodLinksSSIMQR (%)ResM (%)E2E VarNet with QR-based uncertainty estimation moduleAcceleration=2x, MRI S...Acceleration=2x, MRI Sequence=T1POST2026.010.982.2—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=2x, MRI S...Acceleration=2x, MRI Sequence=T12026.010.9792.1—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=2x, MRI S...Acceleration=2x, MRI Sequence=T22026.010.9742.6—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=2x, MRI S...Acceleration=2x, MRI Sequence=T1PRE2026.010.9712.6—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=4x, MRI S...Acceleration=4x, MRI Sequence=T12026.010.9663.43.8E2E VarNet with QR-based uncertainty estimation moduleAcceleration=4x, MRI S...Acceleration=4x, MRI Sequence=T1POST2026.010.9653.73.3E2E VarNet with QR-based uncertainty estimation moduleAcceleration=6x, MRI S...Acceleration=6x, MRI Sequence=T12026.010.964—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=4x, MRI S...Acceleration=4x, MRI Sequence=T22026.010.9594.14E2E VarNet with QR-based uncertainty estimation moduleAcceleration=6x, MRI S...Acceleration=6x, MRI Sequence=T1POST2026.010.9574.4—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=2x, MRI S...Acceleration=2x, MRI Sequence=FLAIR2026.010.9573.4—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=4x, MRI S...Acceleration=4x, MRI Sequence=T1PRE2026.010.95644.3E2E VarNet with QR-based uncertainty estimation moduleAcceleration=8x, MRI S...Acceleration=8x, MRI Sequence=T12026.010.9544.8—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=6x, MRI S...Acceleration=6x, MRI Sequence=T22026.010.9515—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=10x, MRI...Acceleration=10x, MRI Sequence=T12026.010.955.4—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=8x, MRI S...Acceleration=8x, MRI Sequence=T1POST2026.010.955.4—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=6x, MRI S...Acceleration=6x, MRI Sequence=T1PRE2026.010.9494.7—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=8x, MRI S...Acceleration=8x, MRI Sequence=T22026.010.9456.1—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=10x, MRI...Acceleration=10x, MRI Sequence=T1POST2026.010.9446.2—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=8x, MRI S...Acceleration=8x, MRI Sequence=T1PRE2026.010.9425.6—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=10x, MRI...Acceleration=10x, MRI Sequence=T22026.010.947—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=10x, MRI...Acceleration=10x, MRI Sequence=T1PRE2026.010.9376.4—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=4x, MRI S...Acceleration=4x, MRI Sequence=FLAIR2026.010.9315.36.2E2E VarNet with QR-based uncertainty estimation moduleAcceleration=6x, MRI S...Acceleration=6x, MRI Sequence=FLAIR2026.010.9196.1—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=8x, MRI S...Acceleration=8x, MRI Sequence=FLAIR2026.010.9097.3—E2E VarNet with QR-based uncertainty estimation moduleAcceleration=10x, MRI...Acceleration=10x, MRI Sequence=FLAIR2026.010.9028.3—