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Human Object Interaction Detection On V Coco

Métriques

AP(S1)
AP(S2)
Time Per Frame(ms)

Résultats

Résultats de performance de divers modèles sur ce benchmark

Paper Title
RLIPv272.174.1-RLIPv2: Fast Scaling of Relational Language-Image Pre-training
MUREN68.871.0-Relational Context Learning for Human-Object Interaction Detection
STIP66.070.774Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection
DiffHOI65.768.2-Boosting Human-Object Interaction Detection with Text-to-Image Diffusion Model
OCN (ResNet101)65.367.1-Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics
OCN (ResNet50)64.266.343Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics
CDN (ResNet101)63.9165.89-Mining the Benefits of Two-stage and One-stage HOI Detection
HOICLIP63.5064.81-HOICLIP: Efficient Knowledge Transfer for HOI Detection with Vision-Language Models
Body Part Interactiveness63.065.1-Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection
UPT-R101-DC561.367.1131Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer
UPT-R10160.766.264Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer
UPT-R5059.064.543Efficient Two-Stage Detection of Human-Object Interactions with a Novel Unary-Pairwise Transformer
QPIC (ResNet50)58.861.046QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information
QPIC (ResNet101)58.360.763QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information
DIRV56.1-68DIRV: Dense Interaction Region Voting for End-to-End Human-Object Interaction Detection
HOTR55.264.4-HOTR: End-to-End Human-Object Interaction Detection with Transformers
GGNet54.7--Glance and Gaze: Inferring Action-aware Points for One-Stage Human-Object Interaction Detection
SCG54.260.9500Spatially Conditioned Graphs for Detecting Human-Object Interactions
PD-Net53.34--Polysemy Deciphering Network for Robust Human-Object Interaction Detection
IDN53.360.3-HOI Analysis: Integrating and Decomposing Human-Object Interaction
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Human Object Interaction Detection On V Coco | SOTA | HyperAI