YOLACT

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· uses extra data· 2019-04-04
45
best: 65.5 (RTMDet-Ins-x)
SOTA
YOLACT: Real-time Instance Segmentation arXiv:1904.02689
Instance SegmentationonMSCOCO
AP50· uses extra data· 2019-04-04
42
best: 67.4 (RTMDet-Ins-x)
YOLACT: Real-time Instance Segmentation arXiv:1904.02689
Instance SegmentationonMSCOCO
AP75· uses extra data· 2019-04-04
25.4
best: 47.8 (RTMDet-Ins-x)
YOLACT: Real-time Instance Segmentation arXiv:1904.02689
Instance SegmentationonMSCOCO
APM· uses extra data· 2019-04-04
25.3
best: 48 (RTMDet-Ins-l)
YOLACT: Real-time Instance Segmentation arXiv:1904.02689
Instance SegmentationonMSCOCO
APS· uses extra data· 2019-04-04
5
best: 22.2 (RTMDet-Ins-x)
YOLACT: Real-time Instance Segmentation arXiv:1904.02689
Instance SegmentationonMSCOCO
mask AP· uses extra data· 2019-04-04
24.9
best: 44.6 (RTMDet-Ins-x)
YOLACT: Real-time Instance Segmentation arXiv:1904.02689