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Benchmarks
Identity-Preserving Talking Head Generation on CelebV-HQ easy (same-video)
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0.573
Spk Sim
ID-LoRA (Ours)
0.40556
0.44903
0.4925
0.53597
Mar 10, 2026
Spk Sim
Face Sim
LSE-D
LSE-C
CLAP
WER
Updated 1mo ago
Evaluation Results
Method
Method
Links
Spk Sim
Face Sim
LSE-D
LSE-C
CLAP
WER
ID-LoRA (Ours)
Video Backbone=LTX-2
2026.03
0.573
0.87
8.2
4.43
0.372
10.6
CosyVoice 3.0 + WAN2.2
Video Backbone=WAN2.2
2026.03
0.51
0.886
11.27
1.53
0.301
27.3
Kling 2.6 Pro
Commercial Model=true
2026.03
0.487
0.847
10.24
3.01
0.327
4.6
ElevenLabs + WAN2.2
Video Backbone=WAN2.2
2026.03
0.413
0.879
11.98
1.51
0.266
18
VoiceCraft + WAN2.2
Video Backbone=WAN2.2
2026.03
0.412
0.879
10.99
1.48
0.335
24.1
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