Classical Image Super-Resolution on Urban100 (test)
35.07PSNRIET
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IETScale=x2, Params=19.7M, FLOPs=5.02T2026.01 | 35.07 | 94.99 | |
| PFTScale=x2, Params=19.6M, FLOPs=5.03T2026.01 | 34.9 | 94.9 | |
| ATDScale=x2, Params=20.1M, FLOPs=6.07T2026.01 | 34.7 | 94.76 | |
| MambaIRv2-BScale=x2, Params=22.9M, FLOPs=6.27T2026.01 | 34.49 | 94.68 | |
| IPGScale=x2, Params=18.1M, FLOPs=5.35T2026.01 | 34.48 | 94.64 | |
| HATScale=x2, Params=20.6M, FLOPs=5.81T2026.01 | 34.45 | 94.66 | |
| ARTScale=x2, Params=16.4M, FLOPs=7.04T2026.01 | 34.3 | 94.52 | |
| CAT-AScale=x2, Params=16.5M, FLOPs=5.08T2026.01 | 34.26 | 94.4 | |
| SwinIRScale=x2, Params=11.8M, FLOPs=3.04T2026.01 | 33.81 | 94.33 | |
| IPTScale=x2, Params=115M, FLOPs=7.38T2026.01 | 33.76 | — | |
| HANScale=x2, Params=63.6M, FLOPs=7.24T2026.01 | 33.35 | 93.85 | |
| RCANScale=x2, Params=15.4M, FLOPs=7.02T2026.01 | 33.34 | 93.84 | |
| EDSRScale=x2, Params=42.6M, FLOPs=22.14T2026.01 | 32.93 | 93.51 | |
| IETScale=x3, Params=19.9M, FLOPs=2.25T2026.01 | 30.81 | 89.66 | |
| PFTScale=x3, Params=19.8M, FLOPs=2.23T2026.01 | 30.56 | 89.31 | |
| ATDScale=x3, Params=20.3M, FLOPs=2.69T2026.01 | 30.46 | 89.17 | |
| IPGScale=x3, Params=18.3M, FLOPs=2.39T2026.01 | 30.36 | 89.01 | |
| MambaIRv2-BScale=x3, Params=23.1M, FLOPs=2.78T2026.01 | 30.28 | 89.05 | |
| HATScale=x3, Params=20.8M, FLOPs=2.58T2026.01 | 30.23 | 88.96 | |
| CAT-AScale=x3, Params=16.6M, FLOPs=2.26T2026.01 | 30.12 | 88.62 | |
| ARTScale=x3, Params=16.6M, FLOPs=3.12T2026.01 | 30.1 | 88.71 | |
| SwinIRScale=x3, Params=11.9M, FLOPs=1.35T2026.01 | 29.75 | 88.26 | |
| IPTScale=x3, Params=116M, FLOPs=3.28T2026.01 | 29.49 | — | |
| HANScale=x3, Params=64.2M, FLOPs=3.21T2026.01 | 29.1 | 87.05 | |
| RCANScale=x3, Params=15.6M, FLOPs=3.12T2026.01 | 29.09 | 87.02 | |
| EDSRScale=x3, Params=43.0M, FLOPs=9.82T2026.01 | 28.8 | 86.53 | |
| IETScale=x4, Params=19.8M, FLOPs=1.26T2026.01 | 28.43 | 84.64 | |
| PFTScale=x4, Params=19.8M, FLOPs=1.26T2026.01 | 28.2 | 84.12 | |
| ATDScale=x4, Params=20.3M, FLOPs=1.52T2026.01 | 28.17 | 84.04 | |
| IPGScale=x4, Params=17.0M, FLOPs=1.30T2026.01 | 28.13 | 83.92 | |
| HATScale=x4, Params=20.8M, FLOPs=1.45T2026.01 | 27.97 | 83.68 | |
| CAT-AScale=x4, Params=16.6M, FLOPs=1.27T2026.01 | 27.89 | 83.39 | |
| MambaIRv2-BScale=x4, Params=23.1M, FLOPs=1.57T2026.01 | 27.89 | 83.44 | |
| ARTScale=x4, Params=16.6M, FLOPs=1.76T2026.01 | 27.77 | 83.21 | |
| SwinIRScale=x4, Params=11.9M, FLOPs=0.76T2026.01 | 27.45 | 82.54 | |
| IPTScale=x4, Params=116M, FLOPs=1.85T2026.01 | 27.26 | — | |
| HANScale=x4, Params=64.2M, FLOPs=1.81T2026.01 | 26.85 | 80.94 | |
| RCANScale=x4, Params=15.6M, FLOPs=1.76T2026.01 | 26.82 | 80.87 | |
| EDSRScale=x4, Params=43.0M, FLOPs=5.54T2026.01 | 26.64 | 80.33 |