Image Super-Resolution on BSDS100 (test)
32.71PSNRIET
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IETScale=x2, Params=19.7M, FLOPs=5.02T2026.01 | 32.71 | 90.64 | |
| PFTScale=x2, Params=19.6M, FLOPs=5.03T2026.01 | 32.67 | 90.58 | |
| ATDScale=x2, Params=20.1M, FLOPs=6.07T2026.01 | 32.65 | 90.56 | |
| HATScale=x2, Params=20.6M, FLOPs=5.81T2026.01 | 32.62 | 90.53 | |
| MambaIRv2-BScale=x2, Params=22.9M, FLOPs=6.27T2026.01 | 32.62 | 90.53 | |
| MambaIR+scale=x22024.02 | 32.6 | 90.48 | |
| IPGScale=x2, Params=18.1M, FLOPs=5.35T2026.01 | 32.6 | 90.52 | |
| CAT-AScale=x2, Params=16.5M, FLOPs=5.08T2026.01 | 32.59 | 90.47 | |
| MambaIRscale=x22024.02 | 32.58 | 90.48 | |
| ARTScale=x2, Params=16.4M, FLOPs=7.04T2026.01 | 32.58 | 90.48 | |
| SRFormerscale=x22024.02 | 32.57 | 90.46 | |
| SwinIRscale=x22024.02 | 32.53 | 90.41 | |
| SwinIRScale=x2, Params=11.8M, FLOPs=3.04T2026.01 | 32.53 | 90.41 | |
| IPTscale=x22024.02 | 32.48 | — | |
| IPTScale=x2, Params=115M, FLOPs=7.38T2026.01 | 32.48 | — | |
| ELANscale=x22024.02 | 32.45 | 90.3 | |
| NLSAscale=x22024.02 | 32.43 | 90.27 | |
| SANscale=x22024.02 | 32.42 | 90.28 | |
| RCANscale=x22024.02 | 32.41 | 90.27 | |
| HANscale=x22024.02 | 32.41 | 90.27 | |
| IGNNscale=x22024.02 | 32.41 | 90.25 | |
| RCANScale=x2, Params=15.4M, FLOPs=7.02T2026.01 | 32.41 | 90.27 | |
| HANScale=x2, Params=63.6M, FLOPs=7.24T2026.01 | 32.41 | 90.27 | |
| CSNLNscale=x22024.02 | 32.4 | 90.24 | |
| EDSRscale=x22024.02 | 32.32 | 90.13 | |
| EDSRScale=x2, Params=42.6M, FLOPs=22.14T2026.01 | 32.32 | 90.13 | |
| IETScale=x3, Params=19.9M, FLOPs=2.25T2026.01 | 29.61 | 81.85 | |
| PFTScale=x3, Params=19.8M, FLOPs=2.23T2026.01 | 29.58 | 81.78 | |
| ATDScale=x3, Params=20.3M, FLOPs=2.69T2026.01 | 29.57 | 81.76 | |
| MambaIRv2-BScale=x3, Params=23.1M, FLOPs=2.78T2026.01 | 29.55 | 81.69 | |
| HATScale=x3, Params=20.8M, FLOPs=2.58T2026.01 | 29.54 | 81.67 | |
| MambaIR+scale=x32024.02 | 29.53 | 81.62 | |
| IPGScale=x3, Params=18.3M, FLOPs=2.39T2026.01 | 29.53 | 81.68 | |
| CAT-AScale=x3, Params=16.6M, FLOPs=2.26T2026.01 | 29.52 | 81.6 | |
| MambaIRscale=x32024.02 | 29.51 | 81.57 | |
| ARTScale=x3, Params=16.6M, FLOPs=3.12T2026.01 | 29.51 | 81.59 | |
| SRFormerscale=x32024.02 | 29.48 | 81.56 | |
| SwinIRscale=x32024.02 | 29.46 | 81.45 | |
| SwinIRScale=x3, Params=11.9M, FLOPs=1.35T2026.01 | 29.46 | 81.45 | |
| ELANscale=x32024.02 | 29.38 | 81.24 | |
| IPTscale=x32024.02 | 29.38 | — | |
| IPTScale=x3, Params=116M, FLOPs=3.28T2026.01 | 29.38 | — | |
| NLSAscale=x32024.02 | 29.34 | 81.17 | |
| SANscale=x32024.02 | 29.33 | 81.12 | |
| CSNLNscale=x32024.02 | 29.33 | 81.05 | |
| RCANscale=x32024.02 | 29.32 | 81.11 | |
| HANscale=x32024.02 | 29.32 | 81.1 | |
| RCANScale=x3, Params=15.6M, FLOPs=3.12T2026.01 | 29.32 | 81.11 | |
| HANScale=x3, Params=64.2M, FLOPs=3.21T2026.01 | 29.32 | 81.1 | |
| IGNNscale=x32024.02 | 29.31 | 81.05 | |
| EDSRscale=x32024.02 | 29.25 | 80.93 | |
| EDSRScale=x3, Params=43.0M, FLOPs=9.82T2026.01 | 29.25 | 80.93 | |
| IETScale=x4, Params=19.8M, FLOPs=1.26T2026.01 | 28.06 | 75.35 | |
| PFTScale=x4, Params=19.8M, FLOPs=1.26T2026.01 | 28.02 | 75.27 | |
| MambaIR+scale=x42024.02 | 28.01 | 75.1 | |
| ATDScale=x4, Params=20.3M, FLOPs=1.52T2026.01 | 28.01 | 75.26 | |
| HATScale=x4, Params=20.8M, FLOPs=1.45T2026.01 | 28 | 75.17 | |
| MambaIRv2-BScale=x4, Params=23.1M, FLOPs=1.57T2026.01 | 28 | 75.11 | |
| CAT-AScale=x4, Params=16.6M, FLOPs=1.27T2026.01 | 27.99 | 75.1 | |
| IPGScale=x4, Params=17.0M, FLOPs=1.30T2026.01 | 27.99 | 75.19 | |
| MambaIRscale=x42024.02 | 27.98 | 75.03 | |
| ARTScale=x4, Params=16.6M, FLOPs=1.76T2026.01 | 27.97 | 75.1 | |
| SRFormerscale=x42024.02 | 27.94 | 75.02 | |
| SwinIRscale=x42024.02 | 27.92 | 74.89 | |
| SwinIRScale=x4, Params=11.9M, FLOPs=0.76T2026.01 | 27.92 | 74.89 | |
| ELANscale=x42024.02 | 27.83 | 74.59 | |
| IPTscale=x42024.02 | 27.82 | — | |
| IPTScale=x4, Params=116M, FLOPs=1.85T2026.01 | 27.82 | — | |
| HANscale=x42024.02 | 27.8 | 74.42 | |
| CSNLNscale=x42024.02 | 27.8 | 74.39 | |
| HANScale=x4, Params=64.2M, FLOPs=1.81T2026.01 | 27.8 | 74.42 | |
| SANscale=x42024.02 | 27.78 | 74.36 | |
| NLSAscale=x42024.02 | 27.78 | 74.44 | |
| RCANscale=x42024.02 | 27.77 | 74.36 | |
| IGNNscale=x42024.02 | 27.77 | 74.34 | |
| RCANScale=x4, Params=15.6M, FLOPs=1.76T2026.01 | 27.77 | 74.36 | |
| EDSRscale=x42024.02 | 27.71 | 74.2 | |
| EDSRScale=x4, Params=43.0M, FLOPs=5.54T2026.01 | 27.71 | 74.2 |