List your company
ResearchFormerly WizWand

Image Super-Resolution on Set14 x3 scale (test)

30.74PSNRESC
30.27230.393530.51530.6365Mar 10, 2025May 22, 2025Aug 4, 2025Oct 16, 2025Dec 29, 2025Mar 12, 2026May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ESCLatency (ms)=41.4, Mem (MB)=385, #FLOPs (G)=267.6, #params (K)=9552026.0330.7484.93
CATANet†Scale=x3, Params=550K, Self-Ensemble Strategy=true2025.0330.7384.9
SP-MoMamba-B+Params=550K, GMACs=752026.0530.7284.88
SST-lt+Latency (ms)=98.1, Mem (MB)=432, #FLOPs (G)=2397.7, #params (K)=9002026.0330.7184.95
ATD-ltLatency (ms)=274.4, Mem (MB)=1258, #FLOPs (G)=168.0, #params (K)=7602026.0330.6884.85
MambaIRV2-ltLatency (ms)=259.0, Mem (MB)=1250, #FLOPs (G)=126.7, #params (K)=7812026.0330.6884.83
SST-ltLatency (ms)=69.2, Mem (MB)=359, #FLOPs (G)=954.1, #params (K)=9002026.0330.6884.89
MambaIRv2-lightParams=781K, GMACs=1272026.0530.6884.83
CATANetScale=x3, Params=550K, Self-Ensemble Strategy=false2025.0330.6784.81
ASID-D8Latency (ms)=61.9, Mem (MB)=460, #FLOPs (G)=86.4, #params (K)=7392026.0330.6684.91
RCANLatency (ms)=85.1, Mem (MB)=560, #FLOPs (G)=1586.1, #params (K)=156292026.0330.6584.82
SP-MoMamba-BParams=550K, GMACs=752026.0530.6584.78
HiT-SRFLatency (ms)=124.9, Mem (MB)=1464, #FLOPs (G)=101.6, #params (K)=8552026.0330.6184.75
CRAFTParams=744K, GMACs=882026.0530.6184.69
SeemoRe-LParams=959K, GMACs=872026.0530.684.69
SPINScale=x3, Params=569K, Self-Ensemble Strategy=false2025.0330.5784.64
OmniSRLatency (ms)=41.2, Mem (MB)=476, #FLOPs (G)=88.4, #params (K)=7802026.0330.5784.69
SRFormer-ltLatency (ms)=530.5, Mem (MB)=537, #FLOPs (G)=105.4, #params (K)=8612026.0330.5784.69
RDNLatency (ms)=146.5, Mem (MB)=985, #FLOPs (G)=2281.2, #params (K)=223082026.0330.5784.68
SRFormer-LightParams=861K, GMACs=1052026.0530.5784.69
SPINParams=569K, GMACs=1762026.0530.5784.64
DMNetParams=579K, GMACs=522026.0530.5784.59
ELAN-lightScale=x3, Params=590K, Self-Ensemble Strategy=false2025.0330.5584.63
ELAN-ltLatency (ms)=32.5, Mem (MB)=399, #FLOPs (G)=90.1, #params (K)=6292026.0330.5584.63
SwinIR-lightScale=x3, Params=886K, Self-Ensemble Strategy=false2025.0330.5484.63
SwinIR-ltLatency (ms)=331.7, Mem (MB)=596, #FLOPs (G)=110.8, #params (K)=9182026.0330.5484.63
MambaIR-ltLatency (ms)=109.3, Mem (MB)=760, #FLOPs (G)=148.5, #params (K)=9132026.0330.5484.59
SwinIR-LightParams=918K, GMACs=1112026.0530.5484.63
MambaIR-lightParams=913K, GMACs=1492026.0530.5484.59
OSFFNetScale=x3, Params=524K, Self-Ensemble Strategy=false2025.0330.4884.5
A-CubeNetScale=x3, Params=1560K, Self-Ensemble Strategy=false2025.0330.4584.41
ESRTScale=x3, Params=770K, Self-Ensemble Strategy=false2025.0330.4384.33
RFDNScale=x3, Params=540K, Self-Ensemble Strategy=false2025.0330.3484.2
IMDNScale=x3, Params=703K, Self-Ensemble Strategy=false2025.0330.3284.17
AWSRAN-MScale=x3, Params=1143K, Self-Ensemble Strategy=false2025.0330.3284.19
CARNScale=x3, Params=1592K, Self-Ensemble Strategy=false2025.0330.2984.07