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ResearchFormerly WizWand

Super-Resolution on BSD100 x3 (test)

29.7PSNRCFAT
29.096829.253429.4129.5666Sep 25, 2023Mar 5, 2024Aug 14, 2024Jan 23, 2025Jul 4, 2025Dec 13, 2025May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CFATScale=x3, Training Dataset=DIV2K+Flickr2K2024.0329.781.8
CPAT†Scale=x3, Self-ensemble=true2024.0729.5981.77
PFTscale=x3, #params=19.82026.0329.5881.78
CFAT-sScale=x3, Training Dataset=DIV2K+Flickr2K2024.0329.5781.58
MambaIRV2-Lscale=x3, #params=34.22026.0329.5781.75
CPATScale=x32024.0729.5681.74
SST-L+scale=x3, #params=20.7, training patch size=96 x 962026.0329.5681.74
ACTScale=x3, Training Dataset=DIV2K+Flickr2K2024.0329.5581.71
DATScale=x32024.0729.5581.69
HATScale=x3, Training Dataset=DIV2K+Flickr2K2024.0329.5481.67
HATScale=x32024.0729.5481.67
EDTScale=x3, Training Dataset=DIV2K+Flickr2K2024.0329.5381.65
CAT-AScale=x32024.0729.5281.6
ARTScale=x3, Training Dataset=DIV2K+Flickr2K2024.0329.5181.59
SwinIRScale=x3, Training Dataset=DIV2K+Flickr2K2024.0329.4981.5
SwinIRScale=x32024.0729.4681.45
RCAN-itScale=x32024.0729.3981.25
IPTScale=x3, Training Dataset=ImageNet2024.0329.38—
ELANScale=x32024.0729.3881.24
IPTScale=x3, Pre-trained=ImageNet2024.0729.38—
NLSAScale=x32024.0729.3481.17
SANScale=x3, Training Dataset=DIV2K2024.0329.3381.12
HANScale=x3, Training Dataset=DIV2K2024.0329.3281.1
RCANScale=x32024.0729.3281.11
SP-MoMamba-B+Params=550K, GMACs=752026.0529.3281.11
SeemoRe-LParams=959K, GMACs=872026.0529.2981.01
SP-MoMamba-BParams=550K, GMACs=752026.0529.2981.04
SRFormer-LightParams=861K, GMACs=1052026.0529.2680.99
MambaIRv2-lightParams=781K, GMACs=1272026.0529.2680.98
DMNetParams=579K, GMACs=522026.0529.2680.93
EDSRScale=x3, Training Dataset=DIV2K2024.0329.2580.93
EDSRScale=x32024.0729.2580.93
CRAFTParams=744K, GMACs=882026.0529.2480.93
SPINParams=569K, GMACs=1762026.0529.2380.89
MambaIR-lightParams=913K, GMACs=1492026.0529.2380.84
DUKDArchitecture=SwinIR, Scale=x32023.0929.280.8
SwinIR-LightParams=918K, GMACs=1112026.0529.280.82
KDArchitecture=SwinIR, Scale=x32023.0929.1480.66
ScratchArchitecture=SwinIR, Scale=x32023.0929.1280.62