Video Super-Resolution on REDS4 4x (test)
32.9PSNRIA-RT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IA-RTPropagation=Second Order, Frames REDS/Vimeo=16/7, Params (M)=13.42023.04 | 32.9 | 91.38 | |
| MIA-VSRFrames=16, FLOPs=1.612024.01 | 32.78 | 92.2 | |
| RVRTPropagation=Second Order, Frames REDS/Vimeo=30/14, Params (M)=10.82023.04 | 32.75 | 91.13 | |
| RVRTFrames=30, FLOPs=2.212024.01 | 32.75 | 91.13 | |
| PSRT-recurrentPropagation=Second Order, Frames REDS/Vimeo=16/14, Params (M)=13.42023.04 | 32.72 | 91.06 | |
| PSRT-recurrentFrames=16, FLOPs=2.392024.01 | 32.72 | 91.06 | |
| BasicVSR++Propagation=Second Order, Frames REDS/Vimeo=30/14, Params (M)=7.32023.04 | 32.39 | 90.69 | |
| BasicVSR++Frames=30, FLOPs=0.392024.01 | 32.39 | 90.69 | |
| VRTPropagation=Second Order, Frames REDS/Vimeo=16/7, Params (M)=35.62023.04 | 32.19 | 90.06 | |
| VRTFrames=16, FLOPs=1.372024.01 | 32.19 | 90.06 | |
| TTVSRFrames=50, FLOPs=0.612024.01 | 32.12 | 90.21 | |
| MIA-VSRFrames=6, FLOPs=1.502024.01 | 32.01 | 89.97 | |
| PSRT-recurrentFrames=6, FLOPs=2.392024.01 | 31.88 | 89.64 | |
| IA-CNNPropagation=First Order, Frames REDS/Vimeo=15/14, Params (M)=8.52023.04 | 31.68 | 89.59 | |
| IconVSRFrames=15, FLOPs=0.512024.01 | 31.67 | 89.48 | |
| VRTFrames=6, FLOPs=1.372024.01 | 31.6 | 88.88 | |
| BasicVSRPropagation=First Order, Frames REDS/Vimeo=15/14, Params (M)=6.32023.04 | 31.42 | 89.09 | |
| BasicVSRFrames=15, FLOPs=0.332024.01 | 31.42 | 89.09 | |
| PSRT-slidingFrames=5, FLOPs=1.662024.01 | 31.32 | 88.34 | |
| VSR-TFrames=52024.01 | 31.19 | 88.15 | |
| EDVRPropagation=First Order, Frames REDS/Vimeo=5/7, Params (M)=20.62023.04 | 31.09 | 88 | |
| EDVRFrames=5, FLOPs=2.952024.01 | 31.09 | 88 | |
| MuCANPropagation=First Order, Frames REDS/Vimeo=5/72023.04 | 30.88 | 87.5 | |
| MuCANFrames=5, FLOPs=1.072024.01 | 30.88 | 87.5 | |
| FTVSRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.08 | 30.51 | 85.3 | |
| FTVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.08 | 30.17 | 83.9 | |
| COMISRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.08 | 29.14 | 80.5 | |
| IconVSRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 29.1 | 81.6 | |
| BasicVSRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 29.05 | 81.4 | |
| EDVRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.08 | 28.72 | 80.5 | |
| FTVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.08 | 28.71 | 77.9 | |
| MuCANUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.08 | 28.67 | 80.4 | |
| COMISRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.08 | 28.4 | 80.9 | |
| EDVRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.08 | 28.3 | 78.3 | |
| MuCANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.08 | 28.25 | 78.1 | |
| FRVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.08 | 28.17 | 77 | |
| IconVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 28.16 | 77.7 | |
| BasicVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 28.13 | 77.7 | |
| FTVSRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.08 | 28.05 | 77.6 | |
| TOFlowPropagation=First Order, Frames REDS/Vimeo=5/72023.04 | 27.98 | 79.9 | |
| TOFlowFrames=52024.01 | 27.98 | 79.9 | |
| TecoGANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.08 | 27.95 | 76.8 | |
| RSDNUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.08 | 27.93 | 76.6 | |
| RSDNUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.08 | 27.66 | 76.8 | |
| FRVSRUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.08 | 27.61 | 78.4 | |
| FTVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.08 | 27.26 | 78.2 | |
| TecoGANUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.08 | 26.93 | 76.8 | |
| COMISRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.08 | 26.54 | 72.2 | |
| COMISRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.08 | 26.47 | 72.8 | |
| FTVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.08 | 26.06 | 70.3 | |
| MuCANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.08 | 26.02 | 70.2 | |
| EDVRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.08 | 26.01 | 70.2 | |
| BasicVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 26.01 | 70.2 | |
| IconVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 26 | 70.2 | |
| EDVRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.08 | 25.98 | 70.6 | |
| MuCANUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.08 | 25.96 | 70.5 | |
| BasicVSRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 25.93 | 70.4 | |
| IconVSRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 25.93 | 70.4 | |
| DUFUpscale factor=4x, Compression (CRF)=25, Clip=Clip_015, Evaluation channel=RGB2022.08 | 25.76 | 77.3 | |
| FRVSRUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.08 | 25.72 | 69.6 | |
| FRVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.08 | 25.65 | 68.7 | |
| DUFUpscale factor=4x, Compression (CRF)=15, Clip=Average of clips, Evaluation channel=RGB2022.08 | 25.61 | 77.5 | |
| RSDNUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.08 | 25.48 | 67.9 | |
| TecoGANUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.08 | 25.46 | 69 | |
| COMISRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.08 | 25.44 | 72.4 | |
| RSDNUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.08 | 25.4 | 67.3 | |
| TecoGANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.08 | 25.39 | 68.2 | |
| IconVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 25.22 | 70.9 | |
| EDVRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.08 | 25.21 | 70.8 | |
| BasicVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 25.21 | 70.9 | |
| MuCANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.08 | 25.17 | 70.7 | |
| FTVSRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.08 | 24.82 | 65.7 | |
| FRVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.08 | 24.79 | 69.4 | |
| COMISRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.08 | 24.76 | 66 | |
| RSDNUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.08 | 24.54 | 67.6 | |
| TecoGANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.08 | 24.48 | 68.6 | |
| MuCANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.08 | 24.39 | 62.8 | |
| EDVRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.08 | 24.38 | 62.9 | |
| BasicVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 24.37 | 62.8 | |
| IconVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 24.35 | 62.7 | |
| FRVSRUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.08 | 24.25 | 63.1 | |
| DUFUpscale factor=4x, Compression (CRF)=25, Clip=Average of clips, Evaluation channel=RGB2022.08 | 24.19 | 69.2 | |
| RSDNUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.08 | 24.04 | 60.2 | |
| DUFUpscale factor=4x, Compression (CRF)=25, Clip=Clip_011, Evaluation channel=RGB2022.08 | 24.02 | 68.6 | |
| TecoGANUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.08 | 24.01 | 62.4 | |
| COMISRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.08 | 23.56 | 59.9 | |
| MuCANUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.08 | 23.55 | 60 | |
| DUFUpscale factor=4x, Compression (CRF)=25, Clip=Clip_020, Evaluation channel=RGB2022.08 | 23.54 | 68.9 | |
| DUFUpscale factor=4x, Compression (CRF)=25, Clip=Clip_000, Evaluation channel=RGB2022.08 | 23.46 | 62.2 | |
| EDVRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.08 | 23.36 | 60 | |
| FRVSRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.08 | 23.22 | 57.9 | |
| BasicVSRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 23.22 | 59.6 | |
| IconVSRUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB, Mode=Fine-tuned on compressed videos2022.08 | 23.22 | 59.6 | |
| RSDNUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.08 | 23.03 | 57.9 | |
| TecoGANUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.08 | 22.95 | 58.9 | |
| DUFUpscale factor=4x, Compression (CRF)=35, Clip=Average of clips, Evaluation channel=RGB2022.08 | 22.17 | 58.8 |