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ResearchFormerly WizWand

Video Super-resolution on REDS4 RGB (test)

33.11PSNRVSRM
25.861227.743129.62531.5069Nov 30, 2021Jul 13, 2022Feb 24, 2023Oct 7, 2023May 20, 2024Dec 31, 2024Aug 14, 2025
Updated 8mo ago

Evaluation results

MethodLinks
VSRMCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=223, FPS=4.5, MACs (G)=2174, Params (M)=17.12025.0833.110.9162
IARTCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=180, FPS=5.6, MACs (G)=5020, Params (M)=13.42025.0832.90.9138
MIA-VSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=318, FPS=3.1, MACs (G)=3220, Params (M)=16.52025.0832.780.922
DFVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Params (M)=7.12025.0832.760.9081
BasicVSR++Category=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=77, FPS=13.0, MACs (G)=418, Params (M)=7.32025.0832.390.9069
IconVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=70, FPS=14.3, MACs (G)=452, Params (M)=8.72025.0831.670.8948
BasicVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=63, FPS=15.9, MACs (G)=397, Params (M)=6.32025.0831.420.8909
OursN=5, Scale=x42021.1131.30.885
VSR-TN=5, Scale=x42021.1131.190.8815
EDVRN=5, Scale=x42021.1131.090.88
SSL-biCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=24, FPS=41.7, MACs (G)=92, Params (M)=1.02025.0831.060.8933
MuCANN=5, Scale=x42021.1130.880.875
IconVSRN=5, Scale=x42021.1130.810.8746
TS-MambaCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=29, FPS=33.5, MACs (G)=112, Params (M)=3.02025.0830.730.8727
FDANCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=34, FPS=29.4, MACs (G)=146, Params (M)=3.92025.0830.710.8723
KSNetCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=31, FPS=32.3, MACs (G)=145, Params (M)=3.02025.0830.690.8724
TMPCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=25, FPS=40.1, MACs (G)=176, Params (M)=3.12025.0830.670.871
VSRM*Category=Online, Supp. Frame=P, Real-time=true, Run. (ms)=31, FPS=32.7, MACs (G)=136, Params (M)=3.12025.0830.640.8701
DAP-128Category=Online, Supp. Frame=P, Real-time=true, Run. (ms)=38, FPS=26.3, MACs (G)=1652025.0830.590.8703
BasicVSR++*Category=Online, Supp. Frame=P, Real-time=true, Run. (ms)=40, FPS=25.0, MACs (G)=146, Params (M)=3.02025.0830.440.8686
RRNCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=34, FPS=29.4, MACs (G)=193, Params (M)=3.42025.0828.820.8234
DUFN=5, Scale=x42021.1128.630.8251
TOFN=5, Scale=x42021.1127.980.799
BicubicN=1, Scale=x42021.1126.140.7292
BicubicCategory=Online, Supp. Frame=N, Real-time=true2025.0826.140.7292