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ResearchFormerly WizWand

Video Super-Resolution on REDS4 4x (test)

32.9PSNRIA-RT
21.740824.637927.53530.4321Aug 5, 2022Oct 31, 2022Jan 27, 2023Apr 24, 2023Jul 21, 2023Oct 16, 2023Jan 12, 2024
Updated 8mo ago

Evaluation results

MethodLinks
IA-RTPropagation=Second Order, Frames REDS/Vimeo=16/7, Params (M)=13.42023.0432.991.38
MIA-VSRFrames=16, FLOPs=1.612024.0132.7892.2
RVRTPropagation=Second Order, Frames REDS/Vimeo=30/14, Params (M)=10.82023.0432.7591.13
RVRTFrames=30, FLOPs=2.212024.0132.7591.13
PSRT-recurrentPropagation=Second Order, Frames REDS/Vimeo=16/14, Params (M)=13.42023.0432.7291.06
PSRT-recurrentFrames=16, FLOPs=2.392024.0132.7291.06
BasicVSR++Propagation=Second Order, Frames REDS/Vimeo=30/14, Params (M)=7.32023.0432.3990.69
BasicVSR++Frames=30, FLOPs=0.392024.0132.3990.69
VRTPropagation=Second Order, Frames REDS/Vimeo=16/7, Params (M)=35.62023.0432.1990.06
VRTFrames=16, FLOPs=1.372024.0132.1990.06
TTVSRFrames=50, FLOPs=0.612024.0132.1290.21
MIA-VSRFrames=6, FLOPs=1.502024.0132.0189.97
PSRT-recurrentFrames=6, FLOPs=2.392024.0131.8889.64
IA-CNNPropagation=First Order, Frames REDS/Vimeo=15/14, Params (M)=8.52023.0431.6889.59
IconVSRFrames=15, FLOPs=0.512024.0131.6789.48
VRTFrames=6, FLOPs=1.372024.0131.688.88
BasicVSRPropagation=First Order, Frames REDS/Vimeo=15/14, Params (M)=6.32023.0431.4289.09
BasicVSRFrames=15, FLOPs=0.332024.0131.4289.09
PSRT-slidingFrames=5, FLOPs=1.662024.0131.3288.34
VSR-TFrames=52024.0131.1988.15
EDVRPropagation=First Order, Frames REDS/Vimeo=5/7, Params (M)=20.62023.0431.0988
EDVRFrames=5, FLOPs=2.952024.0131.0988
MuCANPropagation=First Order, Frames REDS/Vimeo=5/72023.0430.8887.5
MuCANFrames=5, FLOPs=1.072024.0130.8887.5
FTVSRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.0830.5185.3
FTVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.0830.1783.9
COMISRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.0829.1480.5
IconVSRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0829.181.6
BasicVSRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0829.0581.4
EDVRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.0828.7280.5
FTVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.0828.7177.9
MuCANUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.0828.6780.4
COMISRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.0828.480.9
EDVRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.0828.378.3
MuCANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.0828.2578.1
FRVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.0828.1777
IconVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0828.1677.7
BasicVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0828.1377.7
FTVSRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.0828.0577.6
TOFlowPropagation=First Order, Frames REDS/Vimeo=5/72023.0427.9879.9
TOFlowFrames=52024.0127.9879.9
TecoGANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.0827.9576.8
RSDNUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.0827.9376.6
RSDNUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.0827.6676.8
FRVSRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.0827.6178.4
FTVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.0827.2678.2
TecoGANUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.0826.9376.8
COMISRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.0826.5472.2
COMISRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.0826.4772.8
FTVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.0826.0670.3
MuCANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.0826.0270.2
EDVRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.0826.0170.2
BasicVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0826.0170.2
IconVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.082670.2
EDVRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.0825.9870.6
MuCANUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.0825.9670.5
BasicVSRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0825.9370.4
IconVSRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0825.9370.4
DUFUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.0825.7677.3
FRVSRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.0825.7269.6
FRVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.0825.6568.7
DUFUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.0825.6177.5
RSDNUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.0825.4867.9
TecoGANUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.0825.4669
COMISRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.0825.4472.4
RSDNUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.0825.467.3
TecoGANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.0825.3968.2
IconVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0825.2270.9
EDVRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.0825.2170.8
BasicVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0825.2170.9
MuCANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.0825.1770.7
FTVSRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.0824.8265.7
FRVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.0824.7969.4
COMISRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.0824.7666
RSDNUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.0824.5467.6
TecoGANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.0824.4868.6
MuCANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.0824.3962.8
EDVRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.0824.3862.9
BasicVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0824.3762.8
IconVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0824.3562.7
FRVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.0824.2563.1
DUFUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.0824.1969.2
RSDNUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.0824.0460.2
DUFUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.0824.0268.6
TecoGANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.0824.0162.4
COMISRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.0823.5659.9
MuCANUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.0823.5560
DUFUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.0823.5468.9
DUFUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.0823.4662.2
EDVRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.0823.3660
FRVSRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.0823.2257.9
BasicVSRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0823.2259.6
IconVSRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.0823.2259.6
RSDNUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.0823.0357.9
TecoGANUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.0822.9558.9
DUFUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.0822.1758.8