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ResearchFormerly WizWand

Lightweight Image Super-Resolution on Manga109 (PSNR, SSIM)

39.32PSNRMaIR-Small
30.06432.46734.8737.273Dec 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MaIR-SmallScale=x2, Params=1,355K, MACS=542.0G2024.1239.3297.79
MambaIR-SmallScale=x2, Params=1,363K, MACS=567.5G2024.1239.3197.79
MaIR-TinyScale=x2, Params=878K, MACS=207.8G2024.1239.2297.78
MambaIR-TinyScale=x2, Params=905K, MACS=167.1G2024.1239.297.82
SwinIRScale=x2, Params=910K, MACS=122.2G2024.1239.1297.83
IMDNScale=x2, Params=694K, MACS=158.8G2024.1238.8897.74
LAPAR-AScale=x2, Params=548K, MACS=171.0G2024.1238.6797.72
CARNScale=x2, Params=1,592K, MACS=222.8G2024.1238.3697.65
MaIR-SmallScale=x3, Params=1,363K, MACS=241.4G2024.1234.4694.97
MambaIR-SmallScale=x3, Params=1,371K, MACS=252.7G2024.1234.3994.95
MaIR-TinyScale=x3, Params=886K, MACS=93.0G2024.1234.2194.84
MambaIR-TinyScale=x3, Params=913K, MACS=74.5G2024.1234.1294.79
SwinIRScale=x3, Params=918K, MACS=55.4G2024.1233.9894.78
IMDNScale=x3, Params=703K, MACS=71.5G2024.1233.6194.45
LAPAR-AScale=x3, Params=544K, MACS=144.0G2024.1233.5194.41
CARNScale=x3, Params=1,592K, MACS=111.8G2024.1233.594.4
MaIR-SmallScale=x4, Params=1,374K, MACS=136.6G2024.1231.3491.83
MambaIR-SmallScale=x4, Params=1,383K, MACS=143.0G2024.1231.2691.75
MaIR-TinyScale=x4, Params=897K, MACS=53.1G2024.1231.1391.61
MambaIR-TinyScale=x4, Params=924K, MACS=42.3G2024.1230.9491.35
SwinIRScale=x4, Params=930K, MACS=31.8G2024.1230.9291.51
CARNScale=x4, Params=1,592K, MACS=90.9G2024.1230.4790.84
IMDNScale=x4, Params=715K, MACS=40.9G2024.1230.4590.75
LAPAR-AScale=x4, Params=659K, MACS=94.0G2024.1230.4290.74