Mask R-CNN (ResNet-50, ACNet)

Reported on 6 benchmarks across 6 tasks · 1 paper

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

Methodology4 results

3DonCOCO minival
box AP· 2019-04-07
39.5
best: 66 (PE_spatial (DETA))
Adaptively Connected Neural Networks arXiv:1904.03579
2D ClassificationonCOCO minival
box AP· 2019-04-07
39.5
best: 66 (PE_spatial (DETA))
Adaptively Connected Neural Networks arXiv:1904.03579
2D Object DetectiononCOCO minival
box AP· 2019-04-07
39.5
best: 66 (PE_spatial (DETA))
Adaptively Connected Neural Networks arXiv:1904.03579
16konCOCO minival
box AP· 2019-04-07
39.5
best: 66 (PE_spatial (DETA))
Adaptively Connected Neural Networks arXiv:1904.03579

Computer Vision2 results

Object DetectiononCOCO minival
box AP· 2019-04-07
39.5
best: 66 (PE_spatial (DETA))
Adaptively Connected Neural Networks arXiv:1904.03579
Instance SegmentationonCOCO minival
mask AP· 2019-04-07
35.2
best: 56.6 (Co-DETR)
Adaptively Connected Neural Networks arXiv:1904.03579