SOTAVerified

Short-term Object Interaction Anticipation

Papers

Showing 110 of 11 papers

TitleStatusHype
Short-term Object Interaction Anticipation with Disentangled Object Detection @ Ego4D Short Term Object Interaction Anticipation ChallengeCode0
ZARRIO @ Ego4D Short Term Object Interaction Anticipation Challenge: Leveraging Affordances and Attention-based models for STACode0
EgoVideo: Exploring Egocentric Foundation Model and Downstream AdaptationCode2
AFF-ttention! Affordances and Attention models for Short-Term Object Interaction AnticipationCode0
ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial ScenariosCode0
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed DiffusionCode2
Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos0
Guided Attention for Next Active Object @ EGO4D STA ChallengeCode0
Enhancing Next Active Object-based Egocentric Action Anticipation with Guided AttentionCode0
StillFast: An End-to-End Approach for Short-Term Object Interaction AnticipationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EgoVideoOverall (Top5 mAP)7.21Unverified
2SOIA-DODOverall (Top5 mAP)6.22Unverified
3GANOv2Overall (Top5 mAP)3.99Unverified
4InternVideoOverall (Top5 mAP)3.4Unverified