Image Super-Resolution on Set14 x3 scale (test)
30.74PSNRESC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ESCLatency (ms)=41.4, Mem (MB)=385, #FLOPs (G)=267.6, #params (K)=9552026.03 | 30.74 | 84.93 | |
| CATANet†Scale=x3, Params=550K, Self-Ensemble Strategy=true2025.03 | 30.73 | 84.9 | |
| SP-MoMamba-B+Params=550K, GMACs=752026.05 | 30.72 | 84.88 | |
| SST-lt+Latency (ms)=98.1, Mem (MB)=432, #FLOPs (G)=2397.7, #params (K)=9002026.03 | 30.71 | 84.95 | |
| ATD-ltLatency (ms)=274.4, Mem (MB)=1258, #FLOPs (G)=168.0, #params (K)=7602026.03 | 30.68 | 84.85 | |
| MambaIRV2-ltLatency (ms)=259.0, Mem (MB)=1250, #FLOPs (G)=126.7, #params (K)=7812026.03 | 30.68 | 84.83 | |
| SST-ltLatency (ms)=69.2, Mem (MB)=359, #FLOPs (G)=954.1, #params (K)=9002026.03 | 30.68 | 84.89 | |
| MambaIRv2-lightParams=781K, GMACs=1272026.05 | 30.68 | 84.83 | |
| CATANetScale=x3, Params=550K, Self-Ensemble Strategy=false2025.03 | 30.67 | 84.81 | |
| ASID-D8Latency (ms)=61.9, Mem (MB)=460, #FLOPs (G)=86.4, #params (K)=7392026.03 | 30.66 | 84.91 | |
| RCANLatency (ms)=85.1, Mem (MB)=560, #FLOPs (G)=1586.1, #params (K)=156292026.03 | 30.65 | 84.82 | |
| SP-MoMamba-BParams=550K, GMACs=752026.05 | 30.65 | 84.78 | |
| HiT-SRFLatency (ms)=124.9, Mem (MB)=1464, #FLOPs (G)=101.6, #params (K)=8552026.03 | 30.61 | 84.75 | |
| CRAFTParams=744K, GMACs=882026.05 | 30.61 | 84.69 | |
| SeemoRe-LParams=959K, GMACs=872026.05 | 30.6 | 84.69 | |
| SPINScale=x3, Params=569K, Self-Ensemble Strategy=false2025.03 | 30.57 | 84.64 | |
| OmniSRLatency (ms)=41.2, Mem (MB)=476, #FLOPs (G)=88.4, #params (K)=7802026.03 | 30.57 | 84.69 | |
| SRFormer-ltLatency (ms)=530.5, Mem (MB)=537, #FLOPs (G)=105.4, #params (K)=8612026.03 | 30.57 | 84.69 | |
| RDNLatency (ms)=146.5, Mem (MB)=985, #FLOPs (G)=2281.2, #params (K)=223082026.03 | 30.57 | 84.68 | |
| SRFormer-LightParams=861K, GMACs=1052026.05 | 30.57 | 84.69 | |
| SPINParams=569K, GMACs=1762026.05 | 30.57 | 84.64 | |
| DMNetParams=579K, GMACs=522026.05 | 30.57 | 84.59 | |
| ELAN-lightScale=x3, Params=590K, Self-Ensemble Strategy=false2025.03 | 30.55 | 84.63 | |
| ELAN-ltLatency (ms)=32.5, Mem (MB)=399, #FLOPs (G)=90.1, #params (K)=6292026.03 | 30.55 | 84.63 | |
| SwinIR-lightScale=x3, Params=886K, Self-Ensemble Strategy=false2025.03 | 30.54 | 84.63 | |
| SwinIR-ltLatency (ms)=331.7, Mem (MB)=596, #FLOPs (G)=110.8, #params (K)=9182026.03 | 30.54 | 84.63 | |
| MambaIR-ltLatency (ms)=109.3, Mem (MB)=760, #FLOPs (G)=148.5, #params (K)=9132026.03 | 30.54 | 84.59 | |
| SwinIR-LightParams=918K, GMACs=1112026.05 | 30.54 | 84.63 | |
| MambaIR-lightParams=913K, GMACs=1492026.05 | 30.54 | 84.59 | |
| OSFFNetScale=x3, Params=524K, Self-Ensemble Strategy=false2025.03 | 30.48 | 84.5 | |
| A-CubeNetScale=x3, Params=1560K, Self-Ensemble Strategy=false2025.03 | 30.45 | 84.41 | |
| ESRTScale=x3, Params=770K, Self-Ensemble Strategy=false2025.03 | 30.43 | 84.33 | |
| RFDNScale=x3, Params=540K, Self-Ensemble Strategy=false2025.03 | 30.34 | 84.2 | |
| IMDNScale=x3, Params=703K, Self-Ensemble Strategy=false2025.03 | 30.32 | 84.17 | |
| AWSRAN-MScale=x3, Params=1143K, Self-Ensemble Strategy=false2025.03 | 30.32 | 84.19 | |
| CARNScale=x3, Params=1592K, Self-Ensemble Strategy=false2025.03 | 30.29 | 84.07 |