Single Image Super-Resolution on Set5 x4 (test)
33.24PSNRCPAT†
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CPAT†Scale=x4, Self-ensemble=true2024.07 | 33.24 | 90.71 | |
| CPATScale=x42024.07 | 33.19 | 90.69 | |
| MambaIRv2-B# Params=23.1M, FLOPs=455G2026.06 | 33.14 | — | |
| CAT-AScale=x42024.07 | 33.08 | 90.52 | |
| DATScale=x42024.07 | 33.08 | 90.55 | |
| HATScale=x42024.07 | 33.04 | 90.56 | |
| HAT# Params=20.8M, FLOPs=412G2026.06 | 33.04 | — | |
| LSM# Params=12.9M, FLOPs=265G2026.06 | 32.96 | — | |
| SwinIRScale=x42024.07 | 32.92 | 90.44 | |
| ELANScale=x42024.07 | 32.75 | 90.22 | |
| RCAN-itScale=x42024.07 | 32.69 | 90.07 | |
| CSRNetScale=x42026.01 | 32.69 | 89.98 | |
| IPTScale=x4, Pre-trained=ImageNet2024.07 | 32.64 | — | |
| RCANScale=x42024.07 | 32.63 | 90.02 | |
| NLSAScale=x42024.07 | 32.59 | 90 | |
| NSRScale=x42026.01 | 32.55 | 89.87 | |
| EDSRScale=x42026.01 | 32.52 | 89.83 | |
| RNANScale=x42026.01 | 32.49 | 89.82 | |
| RDNScale=x42026.01 | 32.47 | 89.9 | |
| EDSRScale=x42024.07 | 32.46 | 89.68 | |
| CARNScale=x42026.01 | 32.13 | 89.37 | |
| HGSRCNNScale=x42026.01 | 32.13 | 89.4 | |
| MemNetScale=x42026.01 | 31.74 | 88.93 | |
| DRRNScale=x42026.01 | 31.68 | 88.88 | |
| LapSRNScale=x42026.01 | 31.54 | 88.5 | |
| DRCNScale=x42026.01 | 31.53 | 88.54 | |
| VDSRScale=x42026.01 | 31.35 | 88.3 | |
| VDSRStorage Size=2660KB, Runtime=13681ms, RF=41 × 412026.03 | 31.35 | 88.3 | |
| ShiftLUT-LStorage Size=104KB, Runtime=84ms, RF=65 × 652026.03 | 31.33 | 87.98 | |
| TinyLUT-FStorage Size=171KB, Runtime=146ms, RF=33 × 332026.03 | 31.18 | 87.71 | |
| SPF-LUT+DFCStorage Size=2066KB, RF=21 × 212026.03 | 31.05 | 87.55 | |
| QuickSRNet-SStorage Size=33.3KB, Runtime=128ms, RF=9 × 92026.03 | 30.91 | 87.46 | |
| MuLUT+AutoLUTStorage Size=4165KB, Runtime=244ms, RF=17 × 172026.03 | 30.85 | 86.99 | |
| ShiftLUT-MStorage Size=38KB, Runtime=31ms, RF=17 × 172026.03 | 30.77 | 86.83 | |
| FSRCNNScale=x42026.01 | 30.72 | 86.6 | |
| RCLUTStorage Size=1549KB, Runtime=232ms, RF=27 × 272026.03 | 30.72 | 86.77 | |
| FSRCNNStorage Size=48KB, Runtime=350ms, RF=17 × 172026.03 | 30.71 | 86.56 | |
| MuLUTStorage Size=4159KB, Runtime=242ms, RF=9 × 92026.03 | 30.6 | 86.53 | |
| SPLUT-LStorage Size=18432KB, Runtime=265ms, RF=5 × 52026.03 | 30.52 | 86.3 | |
| ShiftLUT-SStorage Size=24KB, Runtime=22ms, RF=9 × 92026.03 | 30.5 | 86.09 | |
| SRCNNScale=x42026.01 | 30.48 | 86.28 | |
| A+Scale=x42026.01 | 30.28 | 86.03 | |
| TinyLUT-SStorage Size=37KB, Runtime=29ms, RF=5 × 52026.03 | 30.22 | 85.35 | |
| ECLUTStorage Size=9216KB, Runtime=41ms, RF=21 × 212026.03 | 29.91 | 84.61 | |
| BicubicScale=x42026.01 | 28.42 | 81.04 |