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视频修复
通过超分辨率、去噪、去模糊或帧插值等方式提升退化视频质量，同时保持时序连贯性。
排行榜
共计 100 个模型
基准测试
MSU Video Upscalers: Quality Enhancement
BSRGAN
DAVIS
UCF101
MSU Video Super Resolution Benchmark: Detail Restoration
Vid4 - 4x upscaling
RSTT-L
MSU Deinterlacer Benchmark
Vimeo90K
SoftSplat
MSU Video Frame Interpolation
DQBC
UDM10
Vid4
X4K1000FPS
GoPro
REDS4
Vid4 - 4x upscaling - BD degradation
RVRT
YouTube-VOS
SPMCS
Vimeo90K
HQF
CED
REDS
Vimeo-90K-T
RealMCVSR
RefVSR-IR-ℓ1
Set8 sigma50
UVG
Vimeo-90K
VRDS
Aerial
BS-ERGB
Crash
DAVIS sigma40
DAVIS sigma50
Drop
Kobe
Runner
Set8 sigma40
SNU-FILM
SNU-FILM (easy)
ST-MFNet
SNU-FILM (extreme)
SNU-FILM (hard)
SNU-FILM (medium)
ST-MFNet
Traffic
Train
UDM10 - 4x upscaling
NeuriCam-net
BSD
DAVIS sigma20
DAVIS sigma30
HQVI (240p)
MVSEC
Set8 sigma20
Set8 sigma30
UDVD
Xiph
DAVIS sigma10
PaCNet
EvAid
EvalCrafter
Kinetics-400
RBVD
RealBlur
REDS4- 4x upscaling
Set8 sigma10
Something-Something V2
YouHQ40
CRVD
Inter4K
RealMCVSR
REDS30
Video Waterdrop Removal Dataset
RainMamba
Event-Camera Dataset
Fastec-RS-Blur
Gev-RS-Blur
GoProShake
GyroVD-Syn
HQVI (480p)
IJRR
middlebury
CDFI
RealVSR
RELED
Set8
Vimeo90K-Fast
Vimeo90K-Medium
VRT
X4K1000FPS-2K
VFIMamba
Xiph-2K
Beauty
Bosphorus
DRealSR
DVD
Falling Objects
DeFMO
FullVideo
Jockey
LAVIB
FLAVR
LSVD
MVSR4x
PortraitVideo
SDSD
ShakeNDry
TbD
TbD-3D
TbD-3D
Xiph-4k
ACDC Cardiac
Adobe240
Adobe240-LSSR
Adobe240FPS
Benchmarking set
BSD-1ms8ms
BSD-2ms16ms
BSD-3ms24ms
Bunny
CelebV-Text
CHKI-Video
Combination
DAVIS-7
DAVIS(1080p)
DAVIS(4K)
Dynamic camera
Dynamic lighting
Dynamic object
Dynamic Replica
EVRB
HD
HD-100
HDO
HighREV
HQ-EVFI
HQVI
HQVI (2K)
RGVI
I2-2000FPS
Infinigen
Jilin-1 satellite video
K400
KTH
Laval Indoor SV
Laval Outdoor
LLR
M3SVD
MeteoNet
NCER
REDS-LSSR
RobustSPRING
RVSD
SEVIR
SRVD
SthV2
SuperREST
SVD
Synthetic Dataset
UCF101-7
UVG (Dynamic)
Vimeo
VSD4K
X-TEST
YouTube-VOS
1080p60 fps Netflix
360VDS Dataset
4D Lung
720p30 fps YouTube
Abdominal DCE-MRI
Adobe
Adobe5k
AED
Akiyo video
ARAD_1K
atd-12k
BDD100K720p@25fps
Big Buck Bunny
Blender-Color-Edit
Blind Deflickering Dataset
Breast DCE-MRI
Cataract-101
CAVE
CelebV-HQ
CIKM
CLEAR
Clear-Motion
COCO-Val
Colorization
Condensed Movie
CTTH
Cylinder
DAVI
DAVIS [84]
DAVIS-2017-Test
DAVIS2017
DCVI
DeepHDRVideo
DeepSeMi dataset
DID
DIV2K2K@30fps
DNARendering
DynaSpec
E-StaDyn
E-static
EBD
EchoCP
EchoNet-LVH
EgoCrowds
EndoVis18
EUVP
EventAid-F
Fastec-Orig
FFHQ1024^2@30fps
FFS
film grain noise w/ AV1 compression
FLIR-IVSR
General-Edit
Gev-Orig
Hall Monitor video
Haze-NTU
HDTF-Deg
HMDB-51
HS-ERGB
Human3.6M
HyperKvasir
IRVAL
ISP Modification Data
KAIST
Kubric scenes
LaMoR
LDPolyp
LLVIP
LOL-Blur
M3FD
MCL_JCV
MCL-JCV
MCL-JCV (Dynamic)
MiG Dataset
Movie scenes
Moving MNIST
NOT-156
NVCC2023
Nvidia Dynamic Scene
Obama
ODV-SR Dataset
OLAT test set
OpenVid30
PBR Shadow Data
Pexels
real portrait dataset
RELBFI
Relighting Data
RIFTCast
RM
RORD
ROSE-Bench
ROSE-Benchmark
RT
SAT-MTB-VSR
RASVSR
SDE
SEPE8K
SGMP
Shanghai Radar
SM-ERGB-Synth
SnowyScenes
SNU-FILM-L
spatially correlated noise w/ H.265 compression
SPMCS - 4x upscaling
RRN-L
SportsSlomo
SRWOV
StabStitch-D
STSVD
SV
SVI
SynHeavyRain
Synthetic chromatic spike dataset
synthetic data
Synthetic NLOS dataset
Synthetic paired benchmark
Synthetic turbulence dataset
SynVideo30
T-RED
TaxiBJ
Tomato video
UAVid
UCF-101
UDET
UIEB
V-SDE
V-SDSD
VBS
VF-Bench Infrared-Visible Video Fusion Branch
VF-Bench Medical Video Fusion Branch
VF-Bench Multi-Exposure Video Fusion Branch
VF-Bench Multi-Focus Video Fusion Branch
VFHQ-mild
VFHQ-Test
VFHQ-Test-Deg
VFITex
Videvo
Vimeo-Fast
Vimeo-Medium
Vimeo-Slow
VisDrone20201080p@60fps
Vivo
VOR-Eval
VoxCeleb2
VTMOT
WebVid-Val
X-Test-L
Xiph 4k
CURE
Xiph-4K (Crop)
M2M-PWC
Xiph-L
YouHQ10
YouTube-VOS [83]
YTVI