Temporal Action Localization
14개 벤치마크 · 논문 1,503편 · 이 태스크의 논문 보기 →
Benchmarks
THUMOS’14
ActivityNet-1.3
HACS
FineAction
MultiTHUMOS
CrossTask
EPIC-KITCHENS-100
MUSES
ActivityNet-1.2
Ego4D MQ test
Ego4D MQ val
MEXaction2
THUMOS'14
THUMOS14
Most implemented
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition
A Closer Look at Spatiotemporal Convolutions for Action Recognition
Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation
BMN: Boundary-Matching Network for Temporal Action Proposal Generation
Papers
PL-NBA: A Possession-level Universal Basketball Video Dataset Supporting Multiple Visual Understanding Tasks
Visual understanding in sports has emerged as a hot topic in computer vision in recent years. Most existing basketball video datasets adopt single action or activity as sample, which can neither preserve the temporal con…
Temporal Action LocalizationAction AnticipationVideo CaptioningOnPoint: Offline-to-Online Multi-Level Distillation for Point-Supervised Online Temporal Action Localization
Temporal Action Localization (TAL) typically relies on segment annotations or offline access to full videos, limiting scalability and online use. We introduce Point-Supervised Online TAL (POTAL), which localizes actions …
Temporal Action LocalizationConTrans: Learning Text-enhanced Local-global Temporal Representations for Zero-shot Temporal Action Localization
Zero-shot Temporal Action Localization (ZS-TAL) aims to detect and locate previously unseen actions in untrimmed videos. However, existing approaches primarily focus on modeling long-range contextual information, often n…
Temporal Action LocalizationMasked Diffusion Vision-Language Models for Temporal Action Localization
Temporal action localization (TAL) requires recognizing the target event and localizing its start and end times precisely in untrimmed videos. Recent vision-language formulations improve semantic reasoning and support la…
Temporal Action LocalizationDecoupling Spatio-Temporal Adapter for Fine-Grained Badminton Action Localization
Temporal Action Localization (TAL) has been extensively studied in generic video understanding, while fine-grained sports scenarios, such as professional badminton, remain underexplored due to their complex and subtle sp…
Temporal Action LocalizationZero-Shot Temporal Action Localization Through Textual Guidance
Zero-shot temporal action localization (ZS-TAL) consists of classifying and localizing actions in untrimmed videos, where action classes are unseen at training time. Existing work uses Vision and Language Models (VLMs), …
Temporal Action LocalizationAction Classification