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ResearchFormerly WizWand

Lightweight Image Super-Resolution on B100 (PSNR, SSIM)

32.34PSNRMambaIR-Small
27.368828.659429.9531.2406Dec 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MambaIR-SmallScale=x2, Params=1,363K, MACS=567.5G2024.1232.340.9017
MaIR-SmallScale=x2, Params=1,355K, MACS=542.0G2024.1232.340.9016
SwinIRScale=x2, Params=910K, MACS=122.2G2024.1232.310.9012
MambaIR-TinyScale=x2, Params=905K, MACS=167.1G2024.1232.310.9013
MaIR-TinyScale=x2, Params=878K, MACS=207.8G2024.1232.310.9013
LatticeNetScale=x2, Params=756K, MACS=169.5G2024.1232.250.9005
IMDNScale=x2, Params=694K, MACS=158.8G2024.1232.190.8996
LAPAR-AScale=x2, Params=548K, MACS=171.0G2024.1232.190.8999
CARNScale=x2, Params=1,592K, MACS=222.8G2024.1232.090.8978
MambaIR-SmallScale=x3, Params=1,371K, MACS=252.7G2024.1229.290.8099
MaIR-SmallScale=x3, Params=1,363K, MACS=241.4G2024.1229.290.8103
MaIR-TinyScale=x3, Params=886K, MACS=93.0G2024.1229.250.8088
MambaIR-TinyScale=x3, Params=913K, MACS=74.5G2024.1229.230.8084
SwinIRScale=x3, Params=918K, MACS=55.4G2024.1229.20.8082
LatticeNetScale=x3, Params=765K, MACS=76.3G2024.1229.150.8059
LAPAR-AScale=x3, Params=544K, MACS=144.0G2024.1229.110.8054
IMDNScale=x3, Params=703K, MACS=71.5G2024.1229.090.8046
CARNScale=x3, Params=1,592K, MACS=111.8G2024.1229.060.8034
MaIR-SmallScale=x4, Params=1,374K, MACS=136.6G2024.1227.770.7431
MambaIR-SmallScale=x4, Params=1,383K, MACS=143.0G2024.1227.750.7423
MaIR-TinyScale=x4, Params=897K, MACS=53.1G2024.1227.710.7414
SwinIRScale=x4, Params=930K, MACS=31.8G2024.1227.690.7406
MambaIR-TinyScale=x4, Params=924K, MACS=42.3G2024.1227.680.74
LatticeNetScale=x4, Params=777K, MACS=43.6G2024.1227.620.7367
LAPAR-AScale=x4, Params=659K, MACS=94.0G2024.1227.610.7366
CARNScale=x4, Params=1,592K, MACS=90.9G2024.1227.580.7349
IMDNScale=x4, Params=715K, MACS=40.9G2024.1227.560.7353