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Weakly Supervised Object Detection 벤치마크

Weakly Supervised Object Detection on COCO test-dev

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AP50

11.5 14.82 18.15 21.48 24.8 2015-11 2026-11 WSDDN — 11.5 (2015-11-09) WSDDN — 11.5 (2015-11-09) WSDDN — 11.5 (2015-11-09) WSDDN — 11.5 (2015-11-09) WSDDN — 11.5 (2015-11-09) WCCN — 12.3 (2016-11-24) WCCN — 12.3 (2016-11-24) WCCN — 12.3 (2016-11-24) WCCN — 12.3 (2016-11-24) WCCN — 12.3 (2016-11-24) WSGARN+SSD — 13.6 (2017-11-22) WSGARN+SSD — 13.6 (2017-11-22) WSGARN+SSD — 13.6 (2017-11-22) WSGARN+SSD — 13.6 (2017-11-22) WSGARN+SSD — 13.6 (2017-11-22) wetectron(single-model, VGG16) — 24.8 (2020-04-09) wetectron(single-model, VGG16) — 24.8 (2020-04-09) wetectron(single-model, VGG16) — 24.8 (2020-04-09) wetectron(single-model, VGG16) — 24.8 (2020-04-09) wetectron(single-model, VGG16) — 24.8 (2020-04-09) WSDDN — 11.5 (2015-11-09) WCCN — 12.3 (2016-11-24) WSGARN+SSD — 13.6 (2017-11-22) wetectron(single-model, VGG16) — 24.8 (2020-04-09)
RankModel AP50 PaperCodeYear
1 wetectron(single-model, VGG16) 24.8 Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection NVlabs/wetectron · ppengtang/pcl.pytorch 2020
2 WSGARN+SSD 13.6 Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks 2017
3 WCCN 12.3 Weakly Supervised Cascaded Convolutional Networks 2016
4 WSDDN 11.5 Weakly Supervised Deep Detection Networks hbilen/WSDDN · researchmm/WSOD2 · adursun/wsddn.pytorch · +2 2015
5 wetectron(single-model, VGG16) 24.8 Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection NVlabs/wetectron · ppengtang/pcl.pytorch 2020
6 WSGARN+SSD 13.6 Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks 2017
7 WCCN 12.3 Weakly Supervised Cascaded Convolutional Networks 2016
8 WSDDN 11.5 Weakly Supervised Deep Detection Networks hbilen/WSDDN · researchmm/WSOD2 · adursun/wsddn.pytorch · +2 2015
9 wetectron(single-model, VGG16) 24.8 Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection NVlabs/wetectron · ppengtang/pcl.pytorch 2020
10 WSGARN+SSD 13.6 Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks 2017
11 WCCN 12.3 Weakly Supervised Cascaded Convolutional Networks 2016
12 WSDDN 11.5 Weakly Supervised Deep Detection Networks hbilen/WSDDN · researchmm/WSOD2 · adursun/wsddn.pytorch · +2 2015
13 wetectron(single-model, VGG16) 24.8 Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection NVlabs/wetectron · ppengtang/pcl.pytorch 2020
14 WSGARN+SSD 13.6 Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks 2017
15 WCCN 12.3 Weakly Supervised Cascaded Convolutional Networks 2016
16 WSDDN 11.5 Weakly Supervised Deep Detection Networks hbilen/WSDDN · researchmm/WSOD2 · adursun/wsddn.pytorch · +2 2015
17 wetectron(single-model, VGG16) 24.8 Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection NVlabs/wetectron · ppengtang/pcl.pytorch 2020
18 WSGARN+SSD 13.6 Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks 2017
19 WCCN 12.3 Weakly Supervised Cascaded Convolutional Networks 2016
20 WSDDN 11.5 Weakly Supervised Deep Detection Networks hbilen/WSDDN · researchmm/WSOD2 · adursun/wsddn.pytorch · +2 2015
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