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ResearchFormerly WizWand

Super-Resolution on Set14 x4 (PSNR)

28.851PSNRTeacher
25.8859626.6557327.425528.19527Nov 6, 2015Jun 9, 2017Jan 12, 2019Aug 16, 2020Mar 20, 2022Oct 23, 2023May 27, 2025
Updated 7mo ago

Evaluation results

MethodLinks
TeacherBackbone=RCAN, Scale=x42022.1128.851
FACDBackbone=RCAN, Scale=x42022.1128.81
FULL EDSR (FP)Precision=Full-precision, Baseline=EDSR2024.0528.8
LFDBackbone=RCAN, Scale=x42022.1128.783
LFD*Backbone=RCAN, Scale=x42022.1128.774
FAKDBackbone=RCAN, Scale=x42022.1128.75
TeacherBackbone=EDSR, Scale=x42022.1128.741
FitNetBackbone=RCAN, Scale=x42022.1128.716
LSFDBackbone=RCAN, Scale=x42022.1128.711
StudentBackbone=RCAN, Scale=x42022.1128.688
FACDBackbone=EDSR, Scale=x42022.1128.58
CSD*Backbone=EDSR, Scale=x42022.1128.563
LFD*Backbone=EDSR, Scale=x42022.1128.557
LSFDBackbone=EDSR, Scale=x42022.1128.548
FAKDBackbone=EDSR, Scale=x42022.1128.547
SMALL EDSR (FP)Precision=Full-precision, Baseline=EDSR, Model size=Small2024.0528.53
StudentBackbone=EDSR, Scale=x42022.1128.526
LFDBackbone=EDSR, Scale=x42022.1128.524
BOLDPrecision=1-bit (Boolean), Baseline=EDSR2024.0527.97
IAMagnification Factor=x42015.1127.88
A+CMagnification Factor=x42015.1127.74
A+AMagnification Factor=x42015.1127.54
A+BMagnification Factor=x42015.1127.35
A+Magnification Factor=x42015.1127.32
SRCNNMagnification Factor=x42015.1127.2
IDC (ours)Backbone=MambaIRv2 [15], Condense Ratio=10%2025.0526.91
ZeydeMagnification Factor=x42015.1126.88
WholeBackbone=MambaIRv2 [15], Condense Ratio=100%2025.0526.88
ANRMagnification Factor=x42015.1126.85
NE+LLEMagnification Factor=x42015.1126.81
WholeBackbone=SwinIR [24], Condense Ratio=100%2025.0526.78
IDC (ours)Backbone=SwinIR [24], Condense Ratio=10%2025.0526.78
IDC (ours)Backbone=EDSR [25], Condense Ratio=10%2025.0526.63
WholeBackbone=EDSR [25], Condense Ratio=100%2025.0526.61
BicubicMagnification Factor=x42015.1126