Short-term Object Interaction Anticipation
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Benchmarks
Ego4D
Most implemented
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges
Short-term Object Interaction Anticipation with Disentangled Object Detection @ Ego4D Short Term Object Interaction Anticipation Challenge
ZARRIO @ Ego4D Short Term Object Interaction Anticipation Challenge: Leveraging Affordances and Attention-based models for STA
EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation
Papers
FROST-STA: Frozen Dense Features for the Ego4D Short-Term Object Interaction Anticipation
Short-term anticipation in egocentric video requires more than recognizing the current scene: a system must infer which object the camera wearer will contact, which action will follow, and how soon the contact will happe…
Short-term Object Interaction AnticipationVISTA: Technical Report for the Ego4D Short-Term Object Interaction Anticipation at EgoVis 2026
We propose VISTA, a V-JEPA Integrated StillFast Temporal Anticipator for the Ego4D Short-Term Object Interaction Anticipation (STA) Challenge at EgoVis 2026. Given an egocentric video timestamp, the task requires anticip…
Short-term Object Interaction AnticipationIntegrating Affordances and Attention models for Short-Term Object Interaction Anticipation
Short Term object-interaction Anticipation consists in detecting the location of the next active objects, the noun and verb categories of the interaction, as well as the time to contact from the observation of egocentric…
Short-term Object Interaction AnticipationShort-term Object Interaction Anticipation with Disentangled Object Detection @ Ego4D Short Term Object Interaction Anticipation Challenge
Short-term object interaction anticipation is an important task in egocentric video analysis, including precise predictions of future interactions and their timings as well as the categories and positions of the involved…
Objectobject-detectionObject DetectionShort-term Object Interaction AnticipationZARRIO @ Ego4D Short Term Object Interaction Anticipation Challenge: Leveraging Affordances and Attention-based models for STA
Short-Term object-interaction Anticipation (STA) consists of detecting the location of the next-active objects, the noun and verb categories of the interaction, and the time to contact from the observation of egocentric …
Short-term Object Interaction AnticipationEgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation
In this report, we present our solutions to the EgoVis Challenges in CVPR 2024, including five tracks in the Ego4D challenge and three tracks in the EPIC-Kitchens challenge. Building upon the video-language two-tower mod…
Action AnticipationAction RecognitionDomain AdaptationLong Term Action Anticipation+4