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ResearchFormerly WizWand

Lightweight Image Super-Resolution on Urban100 (PSNR, SSIM)

32.97PSNRMaIR-Small
25.762827.633929.50531.3761Dec 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MaIR-SmallScale=x2, Params=1,355K, MACS=542.0G2024.1232.9793.59
MambaIR-SmallScale=x2, Params=1,363K, MACS=567.5G2024.1232.9293.56
MaIR-TinyScale=x2, Params=878K, MACS=207.8G2024.1232.8993.46
MambaIR-TinyScale=x2, Params=905K, MACS=167.1G2024.1232.8593.49
SwinIRScale=x2, Params=910K, MACS=122.2G2024.1232.7693.4
LatticeNetScale=x2, Params=756K, MACS=169.5G2024.1232.4393.02
IMDNScale=x2, Params=694K, MACS=158.8G2024.1232.1792.83
LAPAR-AScale=x2, Params=548K, MACS=171.0G2024.1232.192.83
CARNScale=x2, Params=1,592K, MACS=222.8G2024.1231.9292.56
MambaIR-SmallScale=x3, Params=1,371K, MACS=252.7G2024.122986.89
MaIR-SmallScale=x3, Params=1,363K, MACS=241.4G2024.1228.9286.76
MaIR-TinyScale=x3, Params=886K, MACS=93.0G2024.1228.8386.51
MambaIR-TinyScale=x3, Params=913K, MACS=74.5G2024.1228.786.31
SwinIRScale=x3, Params=918K, MACS=55.4G2024.1228.6686.24
LatticeNetScale=x3, Params=765K, MACS=76.3G2024.1228.3385.38
IMDNScale=x3, Params=703K, MACS=71.5G2024.1228.1785.19
LAPAR-AScale=x3, Params=544K, MACS=144.0G2024.1228.1585.23
CARNScale=x3, Params=1,592K, MACS=111.8G2024.1228.0684.93
MambaIR-SmallScale=x4, Params=1,383K, MACS=143.0G2024.1226.7580.51
MaIR-SmallScale=x4, Params=1,374K, MACS=136.6G2024.1226.7380.49
MaIR-TinyScale=x4, Params=897K, MACS=53.1G2024.1226.680.13
MambaIR-TinyScale=x4, Params=924K, MACS=42.3G2024.1226.5279.83
SwinIRScale=x4, Params=930K, MACS=31.8G2024.1226.4879.8
LatticeNetScale=x4, Params=777K, MACS=43.6G2024.1226.2578.73
LAPAR-AScale=x4, Params=659K, MACS=94.0G2024.1226.1478.71
CARNScale=x4, Params=1,592K, MACS=90.9G2024.1226.0778.37
IMDNScale=x4, Params=715K, MACS=40.9G2024.1226.0478.38