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Models/SpineNet-190 (1280, with Self-training on OpenImages, single-scale)

SpineNet-190 (1280, with Self-training on OpenImages, single-scale)

Reported on 10 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.

Methodology8 results

3DonCOCO minival
box AP· uses extra data· 2020-06-11
54.2
best: 66 (PE_spatial (DETA))
SOTA
Rethinking Pre-training and Self-training arXiv:2006.06882
2D ClassificationonCOCO minival
box AP· uses extra data· 2020-06-11
54.2
best: 66 (PE_spatial (DETA))
SOTA
Rethinking Pre-training and Self-training arXiv:2006.06882
2D Object DetectiononCOCO minival
box AP· uses extra data· 2020-06-11
54.2
best: 66 (PE_spatial (DETA))
SOTA
Rethinking Pre-training and Self-training arXiv:2006.06882
16konCOCO minival
box AP· uses extra data· 2020-06-11
54.2
best: 66 (PE_spatial (DETA))
SOTA
Rethinking Pre-training and Self-training arXiv:2006.06882
3DonCOCO test-dev
box mAP· 2020-06-11
54.3
best: 66 (Co-DETR)
Rethinking Pre-training and Self-training arXiv:2006.06882
2D ClassificationonCOCO test-dev
box mAP· 2020-06-11
54.3
best: 66 (Co-DETR)
Rethinking Pre-training and Self-training arXiv:2006.06882
2D Object DetectiononCOCO test-dev
box mAP· 2020-06-11
54.3
best: 66 (Co-DETR)
Rethinking Pre-training and Self-training arXiv:2006.06882
16konCOCO test-dev
box mAP· 2020-06-11
54.3
best: 66 (Co-DETR)
Rethinking Pre-training and Self-training arXiv:2006.06882

Computer Vision2 results

Object DetectiononCOCO minival
box AP· uses extra data· 2020-06-11
54.2
best: 66 (PE_spatial (DETA))
SOTA
Rethinking Pre-training and Self-training arXiv:2006.06882
Object DetectiononCOCO test-dev
box mAP· 2020-06-11
54.3
best: 66 (Co-DETR)
Rethinking Pre-training and Self-training arXiv:2006.06882