Classical Image Super-Resolution on Set5 classical SR (test)
38.74PSNRIET
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IETScale=x2, Params=19.7M, FLOPs=5.02T2026.01 | 38.74 | 0.9636 | |
| PFTScale=x2, Params=19.6M, FLOPs=5.03T2026.01 | 38.68 | 0.9635 | |
| MambaIRv2-BScale=x2, Params=22.9M, FLOPs=6.27T2026.01 | 38.65 | 0.9631 | |
| HATScale=x2, Params=20.6M, FLOPs=5.81T2026.01 | 38.63 | 0.963 | |
| IPGScale=x2, Params=18.1M, FLOPs=5.35T2026.01 | 38.61 | 0.9632 | |
| ATDScale=x2, Params=20.1M, FLOPs=6.07T2026.01 | 38.61 | 0.9629 | |
| ARTScale=x2, Params=16.4M, FLOPs=7.04T2026.01 | 38.56 | 0.9629 | |
| CAT-AScale=x2, Params=16.5M, FLOPs=5.08T2026.01 | 38.51 | 0.9626 | |
| SwinIRScale=x2, Params=11.8M, FLOPs=3.04T2026.01 | 38.42 | 0.9623 | |
| IPTScale=x2, Params=115M, FLOPs=7.38T2026.01 | 38.37 | — | |
| RCANScale=x2, Params=15.4M, FLOPs=7.02T2026.01 | 38.27 | 0.9614 | |
| HANScale=x2, Params=63.6M, FLOPs=7.24T2026.01 | 38.27 | 0.9614 | |
| EDSRScale=x2, Params=42.6M, FLOPs=22.14T2026.01 | 38.11 | 0.9602 | |
| IETScale=x3, Params=19.9M, FLOPs=2.25T2026.01 | 35.2 | 0.9337 | |
| MambaIRv2-BScale=x3, Params=23.1M, FLOPs=2.78T2026.01 | 35.18 | 0.9334 | |
| PFTScale=x3, Params=19.8M, FLOPs=2.23T2026.01 | 35.15 | 0.9333 | |
| ATDScale=x3, Params=20.3M, FLOPs=2.69T2026.01 | 35.11 | 0.933 | |
| IPGScale=x3, Params=18.3M, FLOPs=2.39T2026.01 | 35.1 | 0.9332 | |
| ARTScale=x3, Params=16.6M, FLOPs=3.12T2026.01 | 35.07 | 0.9325 | |
| HATScale=x3, Params=20.8M, FLOPs=2.58T2026.01 | 35.07 | 0.9329 | |
| CAT-AScale=x3, Params=16.6M, FLOPs=2.26T2026.01 | 35.06 | 0.9326 | |
| SwinIRScale=x3, Params=11.9M, FLOPs=1.35T2026.01 | 34.97 | 0.9318 | |
| IPTScale=x3, Params=116M, FLOPs=3.28T2026.01 | 34.81 | — | |
| HANScale=x3, Params=64.2M, FLOPs=3.21T2026.01 | 34.75 | 0.9299 | |
| RCANScale=x3, Params=15.6M, FLOPs=3.12T2026.01 | 34.74 | 0.9299 | |
| EDSRScale=x3, Params=43.0M, FLOPs=9.82T2026.01 | 34.65 | 0.928 | |
| IETScale=x4, Params=19.8M, FLOPs=1.26T2026.01 | 33.2 | 0.9068 | |
| IPGScale=x4, Params=17.0M, FLOPs=1.30T2026.01 | 33.15 | 0.9062 | |
| PFTScale=x4, Params=19.8M, FLOPs=1.26T2026.01 | 33.15 | 0.9065 | |
| MambaIRv2-BScale=x4, Params=23.1M, FLOPs=1.57T2026.01 | 33.14 | 0.9057 | |
| ATDScale=x4, Params=20.3M, FLOPs=1.52T2026.01 | 33.1 | 0.9058 | |
| CAT-AScale=x4, Params=16.6M, FLOPs=1.27T2026.01 | 33.08 | 0.9052 | |
| ARTScale=x4, Params=16.6M, FLOPs=1.76T2026.01 | 33.04 | 0.9051 | |
| HATScale=x4, Params=20.8M, FLOPs=1.45T2026.01 | 33.04 | 0.9056 | |
| SwinIRScale=x4, Params=11.9M, FLOPs=0.76T2026.01 | 32.92 | 0.9044 | |
| HANScale=x4, Params=64.2M, FLOPs=1.81T2026.01 | 32.64 | 0.9002 | |
| IPTScale=x4, Params=116M, FLOPs=1.85T2026.01 | 32.64 | — | |
| RCANScale=x4, Params=15.6M, FLOPs=1.76T2026.01 | 32.63 | 0.9002 | |
| EDSRScale=x4, Params=43.0M, FLOPs=5.54T2026.01 | 32.46 | 0.8968 |