← Zero Shot Skeletal Action Recognition

Papers with Code · CC BY-SA 4.0

NTU RGB+D 120

아카이브 평가 9건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
PGFA	Accuracy (10 unseen classes) 79.99 Accuracy (24 unseen classes) 59.42 Random Split Accuracy 71.38	Zero-shot Skeleton-based Action Recognition with Prototype-guided Feature Alignment 2025-07-01	코드 1
TDSM	Accuracy (10 unseen classes) 74.15 Accuracy (24 unseen classes) 65.06 Random Split Accuracy 69.47	TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition 2024-11-16	코드 1
PURLS	Accuracy (10 unseen classes) 71.95 Accuracy (24 unseen classes) 52.01	Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition 2024-06-19	코드 1
SA-DVAE	Accuracy (10 unseen classes) 68.77 Accuracy (24 unseen classes) 46.12 Random Split Accuracy 50.67	SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational Autoencoders 2024-07-18	코드 1
SMIE	Accuracy (10 unseen classes) 65.74 Accuracy (24 unseen classes) 45.30 Random Split Accuracy 46.40	Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization 2023-08-07	코드 1
STAR	Accuracy (10 unseen classes) 63.30 Accuracy (24 unseen classes) 44.30	Fine-Grained Side Information Guided Dual-Prompts for Zero-Shot Skeleton Action Recognition 2024-04-11	연결 없음
SynSE	Accuracy (10 unseen classes) 62.69 Accuracy (24 unseen classes) 38.70	Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action Recognition 2021-01-27	코드 1
CADA-VAE	Accuracy (10 unseen classes) 59.53 Accuracy (24 unseen classes) 35.77 Random Split Accuracy 45.14	Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders 2018-12-05	코드 1 · 코드 2
SA-DVAE + augmented text	Random Split Accuracy 57.16	SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational Autoencoders 2024-07-18	코드 1