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Zero Shot Skeletal Action Recognition On Pku

Metrics

Random Split Accuracy

Results

Performance results of various models on this benchmark

Model Name
Random Split Accuracy
Paper TitleRepository
STAR70.60Fine-Grained Side Information Guided Dual-Prompts for Zero-Shot Skeleton Action Recognition-
TDSM70.76TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition
SynSE53.85Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action Recognition
CADA-VAE60.74Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders
SMIE60.83Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization
SA-DVAE66.54SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational Autoencoders-
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