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HDTF

Benchmarks

Task NameDataset NameSOTA ResultTrend
Talking Head GenerationHDTF (test)
FID1.86
73
Talking Head GenerationHDTF
FID0
48
Self-reenactmentHDTF
PSNR28.83
35
Cross ReenactmentHDTF
CSIM90.5
32
Portrait Image AnimationHDTF (test)
FID16.68
23
Talking Face GenerationHDTF (test)
SSIM1
16
Talking head video generationHDTF
FID14.76
14
Audio-driven portrait video generationHDTF (test)
SC9.489
13
Lip SynchronizationHDTF 52 (test)
Sync-C8.98
12
3D Talking Face GenerationHDTF
NIQE23.407
12
Personalized 3D Talking Face GenerationHDTF
PSNR30.82
12
Video-driven Talking Head Generation (Self-Reenactment)HDTF
FID18.12
12
One-shot Self-reenactmentHDTF
PSNR24.67
11
Talking Face GenerationHDTF
PD0.0103
11
Inter-frame Flickering EvaluationHDTF (test)
Flickering Error0.8
10
Audio-driven avatar generationHDTF
CSIM0.9192
9
Visual DubbingHDTF (test)
PSNR34.425
9
Audio Driven Talking Head GenerationHDTF 51 (test)
SSIM1
9
Audio-driven Lip SynchronizationHDTF (Cross-identity)
Sync-C Score9.05
8
Audio-driven Video GenerationHDTF
FID7.07
8
Lip SynchronizationHDTF
FID7.623
8
Audio-visual SynchronizationHDTF cross-driven
Sync-C (Cross-Gender)2.335
8
Self-reenactmentHDTF (test)
LPIPS0.143
8
Cross-identity ReenactmentHDTF 55 (test)
CSIM0.9004
8
Self-reenactmentHDTF 55 (test)
PSNR26.61
8
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