HyperAI超神经

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中文

HyperAI超神经

Sign Language Translation On Rwth Phoenix

评估指标

BLEU-4

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
MSKA-SLT	29.03	Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation
TwoStream-SLT	28.95	Two-Stream Network for Sign Language Recognition and Translation
SignBERT+	25.7	SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding	-
S2T Stochastic Transformer (Ens)	25.59	Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation
STMC+Transformer (Ens)	25.40	Better Sign Language Translation with STMC-Transformer
BN-TIN-Transf.+SignBT	24.32	Improving Sign Language Translation with Monolingual Data by Sign Back-Translation	-
Signformer	23.43	Signformer is all you need: Towards Edge AI for Sign Language
BERT2RND	22.47	Frozen Pretrained Transformers for Neural Sign Language Translation	-
BN-TIN-Transf.	21.68	Improving Sign Language Translation with Monolingual Data by Sign Back-Translation	-
BERT2BERT	21.26	Frozen Pretrained Transformers for Neural Sign Language Translation	-
Sign2Gloss2Text	19.26	Neural Sign Language Translation	-

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Sign Language Translation On Rwth Phoenix | SOTA | HyperAI超神经