Video Super-resolution on REDS4 RGB (test)
33.11PSNRVSRM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VSRMCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=223, FPS=4.5, MACs (G)=2174, Params (M)=17.12025.08 | 33.11 | 0.9162 | |
| IARTCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=180, FPS=5.6, MACs (G)=5020, Params (M)=13.42025.08 | 32.9 | 0.9138 | |
| MIA-VSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=318, FPS=3.1, MACs (G)=3220, Params (M)=16.52025.08 | 32.78 | 0.922 | |
| DFVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Params (M)=7.12025.08 | 32.76 | 0.9081 | |
| BasicVSR++Category=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=77, FPS=13.0, MACs (G)=418, Params (M)=7.32025.08 | 32.39 | 0.9069 | |
| IconVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=70, FPS=14.3, MACs (G)=452, Params (M)=8.72025.08 | 31.67 | 0.8948 | |
| BasicVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=63, FPS=15.9, MACs (G)=397, Params (M)=6.32025.08 | 31.42 | 0.8909 | |
| OursN=5, Scale=x42021.11 | 31.3 | 0.885 | |
| VSR-TN=5, Scale=x42021.11 | 31.19 | 0.8815 | |
| EDVRN=5, Scale=x42021.11 | 31.09 | 0.88 | |
| SSL-biCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=24, FPS=41.7, MACs (G)=92, Params (M)=1.02025.08 | 31.06 | 0.8933 | |
| MuCANN=5, Scale=x42021.11 | 30.88 | 0.875 | |
| IconVSRN=5, Scale=x42021.11 | 30.81 | 0.8746 | |
| TS-MambaCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=29, FPS=33.5, MACs (G)=112, Params (M)=3.02025.08 | 30.73 | 0.8727 | |
| FDANCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=34, FPS=29.4, MACs (G)=146, Params (M)=3.92025.08 | 30.71 | 0.8723 | |
| KSNetCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=31, FPS=32.3, MACs (G)=145, Params (M)=3.02025.08 | 30.69 | 0.8724 | |
| TMPCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=25, FPS=40.1, MACs (G)=176, Params (M)=3.12025.08 | 30.67 | 0.871 | |
| VSRM*Category=Online, Supp. Frame=P, Real-time=true, Run. (ms)=31, FPS=32.7, MACs (G)=136, Params (M)=3.12025.08 | 30.64 | 0.8701 | |
| DAP-128Category=Online, Supp. Frame=P, Real-time=true, Run. (ms)=38, FPS=26.3, MACs (G)=1652025.08 | 30.59 | 0.8703 | |
| BasicVSR++*Category=Online, Supp. Frame=P, Real-time=true, Run. (ms)=40, FPS=25.0, MACs (G)=146, Params (M)=3.02025.08 | 30.44 | 0.8686 | |
| RRNCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=34, FPS=29.4, MACs (G)=193, Params (M)=3.42025.08 | 28.82 | 0.8234 | |
| DUFN=5, Scale=x42021.11 | 28.63 | 0.8251 | |
| TOFN=5, Scale=x42021.11 | 27.98 | 0.799 | |
| BicubicN=1, Scale=x42021.11 | 26.14 | 0.7292 | |
| BicubicCategory=Online, Supp. Frame=N, Real-time=true2025.08 | 26.14 | 0.7292 |