SOTAVerified

Human-Object Interaction Anticipation

Human-Object Interaction (HOI) Anticipation is the task of predicting "a set of interactions" in a video that will happen in the future, which involves the i) localization of the subject (i.e., humans) and target (i.e., objects) of interaction, and ii) the classification of the interaction labels.

Papers

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Showing 1–3 of 3 papers

TitleStatusHype
Human-Object Interaction Prediction in Videos through Gaze FollowingCode1
ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in VideosCode1
HOI4ABOT: Human-Object Interaction Anticipation for Human Intention Reading Collaborative roBOTs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HOI4ABOTPerson-wise Top5: t=1(mAP@0.5)37.77—Unverified
2ST-GAZEPerson-wise Top5: t=1(mAP@0.5)37.59—Unverified
3STTRANPerson-wise Top5: t=1(mAP@0.5)29.09—Unverified