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ResearchFormerly WizWand

MRI Super-Resolution on MRI (test)

32.13PSNRTAT
28.67376829.57105930.4683531.365641May 30, 2024Sep 1, 2024Dec 4, 2024Mar 8, 2025Jun 10, 2025Sep 12, 2025Dec 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TATMode=Task-specific2025.1232.130.940828.8921
AMIRRestoration Setting=All-in-one2024.0532.02620.939629.0988
AMIREvaluation Mode=Single-task2024.0531.99230.939329.2095
RestormerEvaluation Mode=Single-task2024.0531.84740.937829.7005
MambaIRMode=Task-specific2025.1231.770.936929.8372
RestormerRestoration Setting=All-in-one2024.0531.71770.936230.0549
SwinIREvaluation Mode=Single-task2024.0531.55490.933430.5788
AirNetRestoration Setting=All-in-one2024.0531.39210.931631.1141
F-UNetMode=Task-specific2025.1231.260.931431.5675
Spach TransformerRestoration Setting=All-in-one2024.0531.17990.92931.8342
SDAUTMode=Task-specific2025.1230.960.925732.5928
SwinMRMode=Task-specific2025.1230.930.925332.7339
DAGANMode=Task-specific2025.1230.550.918934.0866
VDSREvaluation Mode=Single-task2024.0530.04460.91436.0508
DRMCRestoration Setting=All-in-one2024.0529.54660.903238.1691
EformerRestoration Setting=All-in-one2024.0529.19220.872839.0983
SRCNNEvaluation Mode=Single-task2024.0528.80670.891941.3488