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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
Portrait Image AnimationHDTF (test)
FID16.68
23
Cross ReenactmentHDTF
CSIM90.3
21
Talking Face GenerationHDTF (test)
SSIM1
16
Talking head video generationHDTF
FID14.76
14
Audio-driven portrait video generationHDTF (test)
SC9.489
13
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
Talking Face GenerationHDTF
PD0.0103
11
Inter-frame Flickering EvaluationHDTF (test)
Flickering Error0.8
10
Visual DubbingHDTF (test)
PSNR34.425
9
Audio Driven Talking Head GenerationHDTF 51 (test)
SSIM1
9
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
Talking-head GenerationHDTF cross-reenactment
AED0.2348
7
Talking-head GenerationHDTF self-reenactment
SSIM79.98
7
Talking Face GenerationHDTF one-shot
FID21.362
7
Head avatar reconstructionHDTF Dataset
PSNR27.99
7
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