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Benchmarks
Sign Language Video Generation on ASL production dataset
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0.892
SSIM
Stable Signer
0.7204
0.76495
0.8095
0.85405
Dec 3, 2025
SSIM
SSIM (Hand)
Pose Error (Hand)
FID
Updated 1mo ago
Evaluation Results
Method
Method
Links
SSIM
SSIM (Hand)
Pose Error (Hand)
FID
Stable Signer
2025.12
0.892
0.732
17.68
21.04
SignDiff
2025.12
0.849
0.676
20.04
25.22
SIGNGAN
2025.12
0.759
0.605
22.05
27.75
vid2vid
2025.12
0.75
0.57
22.51
56.17
EDN
2025.12
0.737
0.553
23.09
41.54
Pix2PixHD
2025.12
0.737
0.553
23.06
42.57
Stoll et al.
2025.12
0.727
0.533
23.17
64.01
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