SparseInst-448 (ResNet-50-vd)

Reported on 6 benchmarks across 1 task · 1 paper · 1 SOTA

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

Computer Vision6 results

Instance SegmentationonMSCOCO
APL· 2022-03-24
57
best: 65.5 (RTMDet-Ins-x)
SOTA
Sparse Instance Activation for Real-Time Instance Segmentation arXiv:2203.12827
Instance SegmentationonMSCOCO
AP50· 2022-03-24
56.5
best: 67.4 (RTMDet-Ins-x)
Sparse Instance Activation for Real-Time Instance Segmentation arXiv:2203.12827
Instance SegmentationonMSCOCO
AP75· 2022-03-24
37.7
best: 47.8 (RTMDet-Ins-x)
Sparse Instance Activation for Real-Time Instance Segmentation arXiv:2203.12827
Instance SegmentationonMSCOCO
APM· 2022-03-24
37.1
best: 48 (RTMDet-Ins-l)
Sparse Instance Activation for Real-Time Instance Segmentation arXiv:2203.12827
Instance SegmentationonMSCOCO
APS· 2022-03-24
12.3
best: 22.2 (RTMDet-Ins-x)
Sparse Instance Activation for Real-Time Instance Segmentation arXiv:2203.12827
Instance SegmentationonMSCOCO
mask AP· 2022-03-24
35.9
best: 44.6 (RTMDet-Ins-x)
Sparse Instance Activation for Real-Time Instance Segmentation arXiv:2203.12827