Large-scale rOSD

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

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

Computer Vision5 results

Single-object discoveryonVOC_all
CorLoc· 2020-07-06
49.4
SOTA
Toward unsupervised, multi-object discovery in large-scale image collections arXiv:2007.02662
Single-object discoveryonVOC12
CorLoc· 2020-07-06
51.9
SOTA
Toward unsupervised, multi-object discovery in large-scale image collections arXiv:2007.02662
Multi-object discoveryonVOC12
Detection Rate· 2020-07-06
41.2
SOTA
Toward unsupervised, multi-object discovery in large-scale image collections arXiv:2007.02662
Multi-object discoveryonCOCO_20k
Detection Rate· 2020-07-06
12
SOTA
Toward unsupervised, multi-object discovery in large-scale image collections arXiv:2007.02662
Multi-object discoveryonVOC_all
Detection Rate· 2020-07-06
38.3
SOTA
Toward unsupervised, multi-object discovery in large-scale image collections arXiv:2007.02662