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VFHQ

Benchmarks

Task NameDataset NameSOTA ResultTrend
Video Face RestorationVFHQ (test)
PSNR30.7289
25
Portrait Animation (Self-reenactment)VFHQ (test)
FVD164.1895
23
Cross-identity ReenactmentVFHQ (test)
CSIM0.6757
23
Self-reenactmentVFHQ (test)
PSNR23.24
23
Talking Head GenerationVFHQ (test)
FID13.67
16
Blind Face Video RestorationVFHQ (test)
PSNR29.563
14
Face Video RestorationVFHQ (test)
PSNR26.231
11
Video Face RestorationVFHQ milder degradation settings (test)
PSNR28.945
11
Face Video RestorationVFHQ heavy degradation (test)
PSNR24.156
11
Face ReenactmentVFHQ Cross-reenactment zero-shot
CSIM0.675
11
Face ReenactmentVFHQ Self-reenactment one-shot
PSNR23.34
11
Neural Rendering ReenactmentVFHQ
FPS280
11
3D Portrait Animation (Cross Reenactment)VFHQ 1.0 (test)
CSIM69.4
11
Novel expression synthesisVFHQ monocular (test)
PSNR23.35
10
Facial ReenactmentVFHQ Cross-Reenactment
ID-SIM0.892
8
Facial ReenactmentVFHQ Self-Reenactment
MSE0.018
8
Talking Head GenerationVFHQ
FID0
7
3D Portrait Animation (Self Reenactment)VFHQ 1.0 (test)
PSNR23.47
7
Lip-SyncingVFHQ
FID9.12
7
Face Video Super-ResolutionVFHQ
PSNR26.35
6
Cross ReenactmentVFHQ
CSIM0.621
6
self-reenactmentVFHQ
LPIPS0.158
6
Cross-reenactmentVFHQ 512x512
FID87
6
Portrait AnimationVFHQ (Cross-identity)
CSIM70.7
6
Portrait AnimationVFHQ Same-identity
PSNR23.555
6
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