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Human Object Interaction Detection On Hico

評価指標

mAP

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
mAP
Paper TitleRepository
ACP20.59Detecting Human-Object Interactions with Action Co-occurrence Priors
DJ-RN21.34Detailed 2D-3D Joint Representation for Human-Object Interaction-
TIN (TIPAMI)20.93Transferable Interactiveness Knowledge for Human-Object Interaction Detection-
HOTR + CPC26.16Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection-
QPIC + CPC29.63Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection-
PViC-SwinL44.32Exploring Predicate Visual Context in Detecting Human-Object Interactions-
GPNN13.11Learning Human-Object Interactions by Graph Parsing Neural Networks-
ERNet36.89ERNet: Efficient and Reliable Human-Object Interaction Detection
CDN (ResNet101)32.07Mining the Benefits of Two-stage and One-stage HOI Detection-
HOITrans(ResNet50)23.46End-to-End Human Object Interaction Detection with HOI Transformer-
IDN (COCO detector)23.36HOI Analysis: Integrating and Decomposing Human-Object Interaction-
ConsNet (ResNet-50)22.15ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection-
Ours (PViC+)46.49Dynamic Scene Understanding from Vision-Language Representations-
CQL+GEN-VLKT-L36.03Category Query Learning for Human-Object Interaction Classification-
CQL+GEN-VLKT-B35.36Category Query Learning for Human-Object Interaction Classification-
RLIPv2 (Swin-L)45.09RLIPv2: Fast Scaling of Relational Language-Image Pre-training-
HOITrans(ResNet101)26.61End-to-End Human Object Interaction Detection with HOI Transformer-
GEN-VLKT-R10134.95GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection-
Body Part Interactiveness35.15Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection-
iCAN14.84iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection-
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Human Object Interaction Detection On Hico | SOTA | HyperAI超神経