Super-Resolution on VGTSR 2.0
5.9028NIQEPCNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PCNetScale=x4, Degradation model=BI, Param=8.8M, FLOPs=48.86G, Time=0.0613s2026.01 | 5.9028 | 45.3868 | |
| GDNetScale=x4, Degradation model=BI, Param=11.9M, FLOPs=32.07G, Time=0.0531s2026.01 | 5.9226 | 46.6237 | |
| CATANetScale=x4, Degradation model=BI, Param=3.5M, FLOPs=16.61G, Time=0.0211s2026.01 | 5.9333 | 45.5147 | |
| MGNetScale=x4, Degradation model=BI, Param=18.6M, FLOPs=49.41G, Time=0.0664s2026.01 | 5.9544 | 46.748 | |
| CENetScale=x4, Degradation model=BI, Param=11.8M, FLOPs=28.89G, Time=0.0486s2026.01 | 5.9764 | 45.896 | |
| UGSRScale=x4, Degradation model=BI, Param=4.5M, FLOPs=46.60G, Time=0.0029s2026.01 | 5.9879 | 48.0676 | |
| SwinIRScale=x4, Degradation model=BI, Param=5M, FLOPs=12.56G, Time=0.0213s2026.01 | 6.0226 | 47.1836 | |
| HATScale=x4, Degradation model=BI, Param=5.2M, FLOPs=13.18G, Time=0.0414s2026.01 | 6.0241 | 47.3337 | |
| EDSRScale=x4, Degradation model=BI, Param=43M, FLOPs=10.22G, Time=0.0020s2026.01 | 6.0295 | 48.6591 | |
| HITScale=x4, Degradation model=BI, Param=2.0M, FLOPs=8.62G, Time=0.0198s2026.01 | 6.0445 | 48.1053 | |
| RestormerScale=x4, Degradation model=BI, Param=25.3M, FLOPs=23.79G, Time=0.0398s2026.01 | 6.0493 | 47.3076 | |
| HANScale=x4, Degradation model=BI, Param=15.4M, FLOPs=123.85G, Time=0.0481s2026.01 | 6.0651 | 47.3728 | |
| SANScale=x4, Degradation model=BI, Param=15.7M, FLOPs=67.00G, Time=0.0286s2026.01 | 6.0908 | 47.0781 | |
| SPTScale=x4, Degradation model=BI, Param=3.2M, FLOPs=8.18G, Time=0.0260s2026.01 | 6.0928 | 47.4051 | |
| RCANScale=x4, Degradation model=BI, Param=16M, FLOPs=67.21G, Time=0.0422s2026.01 | 6.1085 | 47.4327 | |
| DuCosScale=x4, Degradation model=BI, Param=3.4M, FLOPs=39.2G, Time=0.0369s2026.01 | 6.249 | 47.3806 | |
| SwinFuSRScale=x4, Degradation model=BI, Param=4.8M, FLOPs=20.33G, Time=0.0279s2026.01 | 6.5776 | 47.835 | |
| BicubicScale=x4, Degradation model=BI2026.01 | 8.0723 | 60.1769 |