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算力平台

Zero Shot Skeletal Action Recognition On Ntu

评估指标

Accuracy (12 unseen classes)
Accuracy (5 unseen classes)
Random Split Accuracy

评测结果

各个模型在此基准测试上的表现结果

Paper Title
TDSM56.0386.4988.88TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition
STAR45.1081.4077.50Fine-Grained Side Information Guided Dual-Prompts for Zero-Shot Skeleton Action Recognition
SA-DVAE41.3882.3784.20SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational Autoencoders
PURLS40.9979.23-Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition
SMIE40.1877.9865.08Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization
SynSE33.3075.8164.19Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action Recognition
CADA-VAE28.9676.8460.74Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders
SA-DVAE + augmented text--87.61SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational Autoencoders
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Zero Shot Skeletal Action Recognition On Ntu | SOTA | HyperAI超神经