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ResearchFormerly WizWand

Super-Resolution on Set14 x2

34.126PSNRTeacher
30.0741631.1260832.17833.22992Nov 6, 2015Jun 9, 2017Jan 12, 2019Aug 16, 2020Mar 20, 2022Oct 23, 2023May 27, 2025
Updated 7mo ago

Evaluation results

MethodLinks
TeacherBackbone=RCAN, Scale=x22022.1134.126
FACDBackbone=RCAN, Scale=x22022.1134.016
FULL EDSR (FP)Precision=Full-precision, Baseline=EDSR2024.0533.92
LSFDBackbone=RCAN, Scale=x22022.1133.882
TeacherBackbone=EDSR, Scale=x22022.1133.857
LFD*Backbone=RCAN, Scale=x22022.1133.851
LFDBackbone=RCAN, Scale=x22022.1133.84
FAKDBackbone=RCAN, Scale=x22022.1133.815
WholeBackbone=MambaIRv2 [15], Condense Ratio=100%2025.0533.8
IDC (ours)Backbone=MambaIRv2 [15], Condense Ratio=10%2025.0533.8
FitNetBackbone=RCAN, Scale=x22022.1133.759
SMALL EDSR (FP)Precision=Full-precision, Baseline=EDSR, Model size=Small2024.0533.63
StudentBackbone=RCAN, Scale=x22022.1133.623
FACDBackbone=EDSR, Scale=x22022.1133.588
LFDBackbone=EDSR, Scale=x22022.1133.547
CSD*Backbone=EDSR, Scale=x22022.1133.536
LSFDBackbone=EDSR, Scale=x22022.1133.529
LFD*Backbone=EDSR, Scale=x22022.1133.528
FAKDBackbone=EDSR, Scale=x22022.1133.523
StudentBackbone=EDSR, Scale=x22022.1133.439
BOLDPrecision=1-bit (Boolean), Baseline=EDSR2024.0533
IAMagnification Factor=x22015.1132.87
A+CMagnification Factor=x22015.1132.73
A+AMagnification Factor=x22015.1132.48
A+BMagnification Factor=x22015.1132.33
A+Magnification Factor=x22015.1132.28
SRCNNMagnification Factor=x22015.1132.18
ZeydeMagnification Factor=x22015.1131.81
ANRMagnification Factor=x22015.1131.8
IDC (ours)Backbone=SwinIR [24], Condense Ratio=10%2025.0531.77
NE+LLEMagnification Factor=x22015.1131.76
WholeBackbone=SwinIR [24], Condense Ratio=100%2025.0531.56
IDC (ours)Backbone=EDSR [25], Condense Ratio=10%2025.0531.55
WholeBackbone=EDSR [25], Condense Ratio=100%2025.0531.48
BicubicMagnification Factor=x22015.1130.23