← Action Recognition
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.
| 모델 | 원본 지표·값 | 논문 | 구현 |
|---|---|---|---|
| DSCNet (RGB + Pose) |
|
A Dense-Sparse Complementary Network for Human Action Recognition based on RGB and Skeleton Modalities 2023-12-28 |
코드 1 |
| PoseC3D (RGB + Pose) |
|
Revisiting Skeleton-based Action Recognition 2021-04-28 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| π-ViT (RGB + Pose) |
|
Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily Living 2023-11-30 |
코드 1 |
| MMNet (RGB + Pose) |
|
MMNet: A Model-Based Multimodal Network for Human Action Recognition in RGB-D Videos 2022-05-26 |
코드 1 |
| EPP-Net (Parsing + Pose) |
|
Explore Human Parsing Modality for Action Recognition 2024-01-04 |
코드 1 |
| STAR-Transformer (RGB + Pose) |
|
STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition 2022-10-14 |
연결 없음 |
| EPAM-Net |
|
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition 2024-08-10 |
코드 1 |
| π-ViT (RGB only) |
|
Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily Living 2023-11-30 |
코드 1 |
| IPP-Net (Parsing + Pose) |
|
Integrating Human Parsing and Pose Network for Human Action Recognition 2023-07-16 |
코드 1 |
| 3DA (RGB + Pose) |
|
Cross-Modal Learning with 3D Deformable Attention for Action Recognition 2022-12-12 |
연결 없음 |
| JPFormer(Pose) |
|
Joint-Partition Group Attention for skeleton-based action recognition 2024-07-30 |
코드 1 |
| DSTSA-GCN |
|
DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling 2025-01-21 |
코드 1 |
| VPN++ (RGB + Pose) |
|
VPN++: Rethinking Video-Pose embeddings for understanding Activities of Daily Living 2021-05-17 |
코드 1 |
| DVANet (RGB only) |
|
DVANet: Disentangling View and Action Features for Multi-View Action Recognition 2023-12-10 |
코드 1 |
| ViewCon (RGB) |
|
Multi-View Action Recognition Using Contrastive Learning 2023-01-03 |
코드 1 |
| VPN (RGB + Pose) |
|
VPN: Learning Video-Pose Embedding for Activities of Daily Living 2020-07-06 |
코드 1 |
| ST-GCN + AS-GCN w/DH-TCN |
|
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition 2019-12-20 |
연결 없음 |
| Gimme Signals (AIS) |
|
Gimme Signals: Discriminative signal encoding for multimodal activity recognition 2020-03-13 |
코드 1 · 코드 2 |
| TSRJI |
|
Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints 2019-09-11 |
코드 1 |
| Skelemotion + Yang et al. (skeleton only) |
|
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition 2019-07-30 |
코드 1 |
| Body Pose Evolution Map |
|
Recognizing Human Actions as the Evolution of Pose Estimation Maps 2018-06-01 |
연결 없음 |