Single Image Super-Resolution on Average Set5, Set14, BSDS100, Urban100, Manga109 x4 (test)
29.49PSNRT-PMambaSR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| T-PMambaSRParams=703K, FLOPs=63.0G, Speed=124ms, Scale=x4, Resolution=1280x7202025.11 | 29.49 | 0.8319 | |
| MaIR-SmallParams=1374K, FLOPs=136.6G, Speed=425ms, Scale=x4, Resolution=1280x7202025.11 | 29.47 | 0.8309 | |
| MambaIRv2-lightParams=790K, FLOPs=75.6G, Speed=138ms, Scale=x4, Resolution=1280x7202025.11 | 29.43 | 0.8311 | |
| SRFormer-lightParams=873K, FLOPs=62.8G, Speed=108ms, Scale=x4, Resolution=1280x7202025.11 | 29.38 | 0.8296 | |
| MaIR-TinyParams=897K, FLOPs=53.1G, Speed=242ms, Scale=x4, Resolution=1280x7202025.11 | 29.35 | 0.8287 | |
| SwinIR-lightParams=930K, FLOPs=63.6G, Speed=96ms, Scale=x4, Resolution=1280x7202025.11 | 29.26 | 0.8274 | |
| ShiftLUT-LStorage Size=104KB, Runtime=84ms, RF=65 × 652026.03 | 28.19 | 80.14 | |
| VDSRStorage Size=2660KB, Runtime=13681ms, RF=41 × 412026.03 | 28.07 | 80.24 | |
| TinyLUT-FStorage Size=171KB, Runtime=146ms, RF=33 × 332026.03 | 28.01 | 79.56 | |
| SPF-LUT+DFCStorage Size=2066KB, RF=21 × 212026.03 | 27.88 | 79.43 | |
| QuickSRNet-SStorage Size=33.3KB, Runtime=128ms, RF=9 × 92026.03 | 27.75 | 79.32 | |
| MuLUT+AutoLUTStorage Size=4165KB, Runtime=244ms, RF=17 × 172026.03 | 27.69 | 78.78 | |
| ShiftLUT-MStorage Size=38KB, Runtime=31ms, RF=17 × 172026.03 | 27.66 | 78.74 | |
| RCLUTStorage Size=1549KB, Runtime=232ms, RF=27 × 272026.03 | 27.59 | 78.63 | |
| FSRCNNStorage Size=48KB, Runtime=350ms, RF=17 × 172026.03 | 27.56 | 78.4 | |
| MuLUTStorage Size=4159KB, Runtime=242ms, RF=9 × 92026.03 | 27.48 | 78.26 | |
| SPLUT-LStorage Size=18432KB, Runtime=265ms, RF=5 × 52026.03 | 27.42 | 78.02 | |
| ShiftLUT-SStorage Size=24KB, Runtime=22ms, RF=9 × 92026.03 | 27.39 | 77.93 | |
| TinyLUT-SStorage Size=37KB, Runtime=29ms, RF=5 × 52026.03 | 27.13 | 77.1 | |
| ECLUTStorage Size=9216KB, Runtime=41ms, RF=21 × 212026.03 | 26.92 | 76.47 |