QPIC (ResNet50)

Reported on 5 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision5 results

Human-Object Interaction DetectiononV-COCO
AP(S1)· 2021-03-09
58.8
best: 72.1 (RLIPv2)
SOTA
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information arXiv:2103.05399
Human-Object Interaction DetectiononV-COCO
AP(S2)· 2021-03-09
61
best: 74.1 (RLIPv2)
SOTA
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information arXiv:2103.05399
Human-Object Interaction DetectiononV-COCO
Time Per Frame(ms)· 2021-03-09
46
best: 513 (TIN (Interactiveness))
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information arXiv:2103.05399
Human-Object Interaction DetectiononHICO-DET
Time Per Frame (ms)· uses extra data· 2021-03-09
46
best: 512 (TIN (Interactiveness))
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information arXiv:2103.05399
Human-Object Interaction DetectiononHICO-DET
mAP· uses extra data· 2021-03-09
29.07
best: 46.49 (Ours (PViC+))
QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information arXiv:2103.05399