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ResearchFormerly WizWand

Video Super-Resolution on Vid4 Y (test)

29.68PSNRIART
21.484823.612425.7427.8676Aug 14, 2025
Updated 8mo ago

Evaluation results

MethodLinks
IARTCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=180, FPS=5.6, MACs (G)=5020, Params (M)=13.42025.0829.6888.84
DFVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Params (M)=7.12025.0829.5689.83
BasicVSR++Category=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=77, FPS=13.0, MACs (G)=418, Params (M)=7.32025.0829.0487.53
VSRMCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=223, FPS=4.5, MACs (G)=2174, Params (M)=17.12025.0828.4485.52
IARTCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=180, FPS=5.6, MACs (G)=5020, Params (M)=13.42025.0828.2685.17
MIA-VSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=318, FPS=3.1, MACs (G)=3220, Params (M)=16.52025.0828.285.07
IconVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=70, FPS=14.3, MACs (G)=452, Params (M)=8.72025.0828.0485.7
BasicVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=63, FPS=15.9, MACs (G)=397, Params (M)=6.32025.0827.9685.53
DFVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Params (M)=7.12025.0827.9284.27
BasicVSR++Category=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=77, FPS=13.0, MACs (G)=418, Params (M)=7.32025.0827.7984
FDANCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=34, FPS=29.4, MACs (G)=146, Params (M)=3.92025.0827.7684.71
TS-MambaCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=29, FPS=33.5, MACs (G)=112, Params (M)=3.02025.0827.784.73
RRNCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=34, FPS=29.4, MACs (G)=193, Params (M)=3.42025.0827.6984.88
KSNetCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=31, FPS=32.3, MACs (G)=145, Params (M)=3.02025.0827.6384.44
TMPCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=25, FPS=40.1, MACs (G)=176, Params (M)=3.12025.0827.6184.28
VSRM*Category=Online, Supp. Frame=P, Real-time=true, Run. (ms)=31, FPS=32.7, MACs (G)=136, Params (M)=3.12025.0827.5784.23
SSL-biCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=24, FPS=41.7, MACs (G)=92, Params (M)=1.02025.0827.5684.31
BasicVSR++*Category=Online, Supp. Frame=P, Real-time=true, Run. (ms)=40, FPS=25.0, MACs (G)=146, Params (M)=3.02025.0827.4984.26
IconVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=70, FPS=14.3, MACs (G)=452, Params (M)=8.72025.0827.3982.79
BasicVSRCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=63, FPS=15.9, MACs (G)=397, Params (M)=6.32025.0827.2482.51
TS-MambaCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=29, FPS=33.5, MACs (G)=112, Params (M)=3.02025.0827.1782.09
SSL-biCategory=Bidirectional, Supp. Frame=P+F, Real-time=false, Run. (ms)=24, FPS=41.7, MACs (G)=92, Params (M)=1.02025.0827.1582.08
FDANCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=34, FPS=29.4, MACs (G)=146, Params (M)=3.92025.0827.1482.06
KSNetCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=31, FPS=32.3, MACs (G)=145, Params (M)=3.02025.0827.1482.08
TMPCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=25, FPS=40.1, MACs (G)=176, Params (M)=3.12025.0827.181.67
VSRM*Category=Online, Supp. Frame=P, Real-time=true, Run. (ms)=31, FPS=32.7, MACs (G)=136, Params (M)=3.12025.0827.181.63
BasicVSR++*Category=Online, Supp. Frame=P, Real-time=true, Run. (ms)=40, FPS=25.0, MACs (G)=146, Params (M)=3.02025.0827.0681.73
RRNCategory=Online, Supp. Frame=P, Real-time=true, Run. (ms)=34, FPS=29.4, MACs (G)=193, Params (M)=3.42025.0825.8576.6
BicubicCategory=Online, Supp. Frame=N, Real-time=true2025.0823.7863.47
BicubicCategory=Online, Supp. Frame=N, Real-time=true2025.0821.852.46