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HDTF

Benchmarks

Task NameDataset NameSOTA ResultTrend
Talking Head GenerationHDTF (test)
FID1.86
49
Talking Head GenerationHDTF
FID8.31
33
Self-reenactmentHDTF
PSNR28.83
29
Talking Face GenerationHDTF (test)
SSIM1
16
Cross ReenactmentHDTF
CSIM90.3
15
Video-driven Talking Head Generation (Self-Reenactment)HDTF
FID18.12
12
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 video generationHDTF
FID14.76
8
Talking Face GenerationHDTF one-shot
FID21.362
7
Head avatar reconstructionHDTF Dataset
PSNR27.99
7
Lip-SyncingHDTF
FID8.42
7
Video-driven Talking Head Generation (Cross-Reenactment)HDTF
FID27.85
7
Audio-driven talking face generationHDTF (randomly sampled 50 videos)
FID9.084
6
Cross-identity ReenactmentHDTF
FVD107.9
6
Talking Head SynthesisHDTF (test)
IQA3.994
6
Portrait image animationHDTF
Sync-C8.094
6
Portrait relightingHDTF
LE0.738
6
Portrait Image AnimationHDTF (test)
FID28.605
6
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