Classical Image Super-Resolution on Manga109 classical SR (test)
40.61PSNRIET
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IETScale=x2, Params=19.7M, FLOPs=5.02T2026.01 | 40.61 | 98.16 | |
| PFTScale=x2, Params=19.6M, FLOPs=5.03T2026.01 | 40.49 | 98.15 | |
| MambaIRv2-BScale=x2, Params=22.9M, FLOPs=6.27T2026.01 | 40.42 | 98.1 | |
| ATDScale=x2, Params=20.1M, FLOPs=6.07T2026.01 | 40.37 | 98.1 | |
| HATScale=x2, Params=20.6M, FLOPs=5.81T2026.01 | 40.26 | 98.09 | |
| ARTScale=x2, Params=16.4M, FLOPs=7.04T2026.01 | 40.24 | 98.08 | |
| IPGScale=x2, Params=18.1M, FLOPs=5.35T2026.01 | 40.24 | 98.1 | |
| CAT-AScale=x2, Params=16.5M, FLOPs=5.08T2026.01 | 40.1 | 98.05 | |
| SwinIRScale=x2, Params=11.8M, FLOPs=3.04T2026.01 | 39.92 | 97.97 | |
| HANScale=x2, Params=63.6M, FLOPs=7.24T2026.01 | 39.46 | 97.85 | |
| RCANScale=x2, Params=15.4M, FLOPs=7.02T2026.01 | 39.44 | 97.86 | |
| EDSRScale=x2, Params=42.6M, FLOPs=22.14T2026.01 | 39.1 | 97.73 | |
| IETScale=x3, Params=19.9M, FLOPs=2.25T2026.01 | 35.82 | 95.66 | |
| PFTScale=x3, Params=19.8M, FLOPs=2.23T2026.01 | 35.67 | 95.6 | |
| ATDScale=x3, Params=20.3M, FLOPs=2.69T2026.01 | 35.63 | 95.58 | |
| MambaIRv2-BScale=x3, Params=23.1M, FLOPs=2.78T2026.01 | 35.61 | 95.56 | |
| HATScale=x3, Params=20.8M, FLOPs=2.58T2026.01 | 35.53 | 95.52 | |
| IPGScale=x3, Params=18.3M, FLOPs=2.39T2026.01 | 35.53 | 95.54 | |
| ARTScale=x3, Params=16.6M, FLOPs=3.12T2026.01 | 35.39 | 95.48 | |
| CAT-AScale=x3, Params=16.6M, FLOPs=2.26T2026.01 | 35.38 | 95.46 | |
| SwinIRScale=x3, Params=11.9M, FLOPs=1.35T2026.01 | 35.12 | 95.37 | |
| HANScale=x3, Params=64.2M, FLOPs=3.21T2026.01 | 34.48 | 95 | |
| RCANScale=x3, Params=15.6M, FLOPs=3.12T2026.01 | 34.44 | 94.99 | |
| EDSRScale=x3, Params=43.0M, FLOPs=9.82T2026.01 | 34.17 | 94.76 | |
| IETScale=x4, Params=19.8M, FLOPs=1.26T2026.01 | 32.81 | 93.18 | |
| PFTScale=x4, Params=19.8M, FLOPs=1.26T2026.01 | 32.63 | 93.06 | |
| ATDScale=x4, Params=20.3M, FLOPs=1.52T2026.01 | 32.62 | 93.06 | |
| MambaIRv2-BScale=x4, Params=23.1M, FLOPs=1.57T2026.01 | 32.57 | 92.95 | |
| IPGScale=x4, Params=17.0M, FLOPs=1.30T2026.01 | 32.53 | 93 | |
| HATScale=x4, Params=20.8M, FLOPs=1.45T2026.01 | 32.48 | 92.92 | |
| CAT-AScale=x4, Params=16.6M, FLOPs=1.27T2026.01 | 32.39 | 92.85 | |
| ARTScale=x4, Params=16.6M, FLOPs=1.76T2026.01 | 32.31 | 92.83 | |
| SwinIRScale=x4, Params=11.9M, FLOPs=0.76T2026.01 | 32.03 | 92.6 | |
| HANScale=x4, Params=64.2M, FLOPs=1.81T2026.01 | 31.42 | 91.77 | |
| RCANScale=x4, Params=15.6M, FLOPs=1.76T2026.01 | 31.22 | 91.73 | |
| EDSRScale=x4, Params=43.0M, FLOPs=5.54T2026.01 | 31.02 | 91.48 |