AP(S1): 61.3Time Per Frame(ms): 131AP(S2): 67.1
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Human-Object Interaction Detection
Human-Object Interaction (HOI) detection is a task of identifying "a set of interactions" in an image, 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.
논문
AP(S1): 65.3AP(S2): 67.1
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information
AP(S1): 58.8Time Per Frame(ms): 46AP(S2): 61.0
mAP: 34.6
AP(S1): 65.7AP(S2): 68.2
mAP: 28.5
AP(S1): 56.1Time Per Frame(ms): 68
AP(S1): 66.0Time Per Frame(ms): 74AP(S2): 70.7
AP(S1): 54.7
mAP: 47.1
Oracle: Full (mAP@0.5): 40.37Oracle: Rare (mAP@0.5): 29.5Oracle: Non-Rare (mAP@0.5): 54.52Detection: Full (mAP@0.5): 11.12
AP(S1): 63.50AP(S2): 64.81
AP(S1): 55.2AP(S2): 64.4
Oracle: Full (mAP@0.5): 38.61Oracle: Rare (mAP@0.5): 27.99Oracle: Non-Rare (mAP@0.5): 52.44Detection: Full (mAP@0.5): 10.4
mAP: 36.1
AP(S1): 63.0AP(S2): 65.1
AP(S1): 63.91AP(S2): 65.89
mAP: 39.9
mAP: 46.3
AP(S1): 53.34
AP(S1): 68.8AP(S2): 71.0
mAP: 43.98
AP(S1): 72.1AP(S2): 74.1
AP(S1): 54.2Time Per Frame(ms): 500AP(S2): 60.9
Oracle: Full (mAP@0.5): 28.32Oracle: Rare (mAP@0.5): 17.74Oracle: Non-Rare (mAP@0.5): 42.08Detection: Full (mAP@0.5): 7.61
mAP: 65.6