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How2Sign

Benchmarks

Task NameDataset NameSOTA ResultTrend
Sign Language TranslationHow2Sign (test)
BLEU-424.6
61
Sign Language ProductionHow2Sign (test)
BLEU-421.03
14
Sign Language ProductionHow2Sign (dev)
BLEU-425.55
6
Sign language subtitle alignmentHow2Sign (test)
F1@0.5039.57
5
Sign language subtitle alignmentHow2Sign (val)
F1@0.5038.32
5
Sign Language ProductionHow2Sign
User Study Score2.65
5
Video GenerationHow2Sign Faces (test)
FVD1687.22
5
Sign Language GenerationHow2Sign
Inference Latency (s/video)0.734
3
SuperresolutionHow2Sign-Faces (test)
GT Identity Score0.939
3
Video InversionHow2Sign Faces (test)
GT-ID0.804
3
Sign Language TranslationHow2Sign (dev)
BLEU-117.73
2
Sparse InterpolationHow2Sign-Faces (test)
GT-ID0.768
2
Frame InterpolationHow2Sign-Faces (test)
GT ID0.702
2
Frame PredictionHow2Sign-Faces (test)
GT ID70.3
2
Video InpaintingHow2Sign-Faces (test)
GT-ID0.758
2
Sign Language TranslationHow2Sign (val)
rBLEU2.79
1
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