One-Shot Object Detection

Reported on 5 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology4 results

3DonCOCO (Common Objects in Context)
AP 0.5· 2019-11-28
22
best: 41.8 (OWL-ViT (R50+H/32))
SOTA
One-Shot Object Detection with Co-Attention and Co-Excitation arXiv:1911.12529
2D ClassificationonCOCO (Common Objects in Context)
AP 0.5· 2019-11-28
22
best: 41.8 (OWL-ViT (R50+H/32))
SOTA
One-Shot Object Detection with Co-Attention and Co-Excitation arXiv:1911.12529
2D Object DetectiononCOCO (Common Objects in Context)
AP 0.5· 2019-11-28
22
best: 41.8 (OWL-ViT (R50+H/32))
SOTA
One-Shot Object Detection with Co-Attention and Co-Excitation arXiv:1911.12529
16konCOCO (Common Objects in Context)
AP 0.5· 2019-11-28
22
best: 41.8 (OWL-ViT (R50+H/32))
SOTA
One-Shot Object Detection with Co-Attention and Co-Excitation arXiv:1911.12529

Computer Vision1 result

Object DetectiononCOCO (Common Objects in Context)
AP 0.5· 2019-11-28
22
best: 41.8 (OWL-ViT (R50+H/32))
SOTA
One-Shot Object Detection with Co-Attention and Co-Excitation arXiv:1911.12529