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ResearchFormerly WizWand

Super-Resolution on BSDS100 4x (PSNR, SSIM)

27.82PSNRDBPN-RES-MR64-3
25.885626.387826.8927.3922Apr 4, 2019May 30, 2020Jul 26, 2021Sep 22, 2022Nov 18, 2023Jan 13, 2025Mar 12, 2026
Updated 7mo ago

Evaluation results

MethodLinks
DBPN-RES-MR64-3# Parameters (M)=10.2M2019.0427.8274.4
ESCscale=4×, #param=968K, MACs=149.2G2026.0327.874.47
UCAN-Lscale=4×, #param=902K, MACs=48.4G2026.0327.874.59
SwinFIR-TScale=x4, #Param. (K)=891, Flops (G)=54.42022.0827.7974.4
ATD-lightscale=4×, #param=769K, MACs=100.1G2026.0327.7974.4
UCANscale=4×, #param=705K, MACs=38.1G2026.0327.7974.54
SAN# Parameters (M)=15.7M2019.0427.7874.3
ASID-D8scale=4×, #param=748K, MACs=49.6G2026.0327.7874.49
RCAN# Parameters (M)=16M2019.0427.7774.4
RCANscale=4×, #param=15592K, MACs=917.6G2026.0327.7774.36
EDT-TScale=x4, #Param. (K)=922, Flops (G)=58.52022.0827.7674.33
MambaIRv2-lightscale=4x, #param=790K, MACS=75.6G2024.1127.7574.26
HiT-SRFscale=4×, #param=866K, MACs=58.0G2026.0327.7574.32
MambaIRv2-lightscale=4×, #param=790K, MACs=75.6G2026.0327.7574.26
SRFormer-lightscale=4x, #param=873K, MACS=62.8G2024.1127.7374.22
SRFormer-lightscale=4×, #param=873K, MACs=62.8G2026.0327.7374.22
RDN# Parameters (M)=22.3M2019.0427.7274.2
RDNscale=4×, #param=22271K, MACs=1309.2G2026.0327.7274.19
EDSR# Parameters (M)=43.2M2019.0427.7174.2
OmniSRscale=4×, #param=792K, MACs=50.9G2026.0327.7174.15
SwinIRScale=x4, #Param. (K)=897, Flops (G)=53.22022.0827.6974.06
SwinIR-lightscale=4x, #param=930K, MACS=63.6G2024.1127.6974.06
ELANscale=4x, #param=640K, MACS=54.1G2024.1127.6974.06
MambaIR-lightscale=4x, #param=924K, MACS=84.6G2024.1127.6874
MambaIR-lightscale=4×, #param=924K, MACs=84.6G2026.0327.6874
D-DBPN# Parameters (M)=10.2M2019.0427.6773.8
LatticeNetScale=x4, #Param. (K)=777, Flops (G)=44.22022.0827.6273.67
LatticeNetscale=4x, #param=777K, MACS=43.6G2024.1127.6273.67
LAPARScale=x4, #Param. (K)=659, Flops (G)=94.82022.0827.6173.66
CARNscale=4x, #param=1,592K, MACS=90.9G2024.1127.5873.49
MSRN# Parameters (M)=6.3M2019.0427.5272.7
MS-LapSRN# Parameters (M)=0.22M2019.0427.4373.1
DRRN# Parameters (M)=0.30M2019.0427.3872.8
LapSRN# Parameters (M)=0.81M2019.0427.3272.8
VDSR# Parameters (M)=0.66M2019.0427.2972.6
DRCN# Parameters (M)=1.77M2019.0427.2472.4
FSRCNN# Parameters (M)=0.01M2019.0426.9771.4
SRCNN# Parameters (M)=0.05M2019.0426.9171.2
A+# Parameters (M)=-2019.0426.8271
Bicubic# Parameters (M)=-2019.0425.9666.9