Super-resolution on DIV2K 1 (val)
0.242LPIPSTOC-SR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TOC-SRSteps=1, MACs(G)=273, Params(M)=1302026.05 | 0.242 | 24.26 | — | 70.14 | — | — | 22.36 | 4.56 | |
| Edge-SD-SRSteps=1, Params(M)=1692026.05 | 0.249 | 24.1 | — | 69.58 | — | — | 25.37 | — | |
| S3DiffSteps=1, MACs(G)=2621, Params(M)=13272026.05 | 0.258 | 23.52 | — | 68.01 | — | — | 19.66 | 4.74 | |
| TinySRSteps=1, MACs(G)=427, Params(M)=3412026.05 | 0.279 | — | — | 69.9 | — | — | 22.94 | 4.15 | |
| PocketSRSteps=1, MACs(G)=225, Params(M)=1462026.05 | 0.28 | 23.85 | — | 66.38 | — | — | 25.25 | 4.41 | |
| Chen et al.Steps=1, MACs(G)=496, Params(M)=4562026.05 | 0.285 | 23.74 | — | 68 | — | — | 25.52 | 4.36 | |
| OSEDiffSteps=1, MACs(G)=2265, Params(M)=17752026.05 | 0.294 | 23.72 | — | 67.97 | — | — | 26.32 | 4.71 | |
| StableSRSteps=200, MACs(G)=79940, Params(M)=14102026.05 | 0.311 | 23.26 | — | 65.92 | — | — | 24.44 | 4.75 | |
| FaithDiff2026.03 | 0.3118 | 23.49 | 0.5817 | 69.18 | 0.4309 | 0.6463 | — | — | |
| StableSR2026.03 | 0.3158 | 22.9 | 0.5609 | 61.06 | 0.3586 | 0.6174 | — | — | |
| Real-ESRGAN2026.03 | 0.3168 | 24.12 | 0.6303 | 61.29 | 0.3803 | 0.5212 | — | — | |
| SeeSRSteps=50, MACs(G)=65857, Params(M)=25242026.05 | 0.319 | 23.68 | — | 68.67 | — | — | 25.9 | 4.81 | |
| SeeSR2026.03 | 0.3194 | 23.67 | 0.6043 | 68.67 | 0.5036 | 0.6935 | — | — | |
| SinSRSteps=1, MACs(G)=2649, Params(M)=1192026.05 | 0.324 | 24.41 | — | 62.82 | — | — | 35.57 | 6.02 | |
| ResShiftSteps=15, MACs(G)=5491, Params(M)=1192026.05 | 0.334 | 24.65 | — | 61.09 | — | — | 36.11 | 6.82 | |
| BSRGAN2026.03 | 0.339 | 24.62 | 0.6311 | 60.52 | 0.3502 | 0.5311 | — | — | |
| DiffBIRSteps=50, MACs(G)=24234, Params(M)=17172026.05 | 0.352 | 23.64 | — | 65.81 | — | — | 30.72 | 4.7 | |
| SUPIR2026.03 | 0.3625 | 23.16 | 0.5441 | 62.59 | 0.5224 | 0.704 | — | — | |
| DiffBIR2026.03 | 0.3645 | 22.87 | 0.5548 | 69.29 | 0.5699 | 0.7156 | — | — | |
| PASD2026.03 | 0.3794 | 24.41 | 0.6252 | 61.27 | 0.4042 | 0.5568 | — | — | |
| DTPSR2026.03 | 0.3806 | 22.03 | 0.5471 | 71.24 | 0.5866 | 0.7549 | — | — |