Weakly Supervised Object Detection on Comic2k

40개 결과 · ⬇ CSV · JSON

MAP

Rank	Model	MAP	Extra Training Data	Paper	Code	Year
1	DASS-Detector (YOLOX Tiny)	67.41	✓	Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings	barisbatuhan/dass_det_inference · barisbatuhan/dass_detector	2022
2	TADP	57.4		Text-image Alignment for Diffusion-based Perception	damaggu/tadp · nkondapa/RSVC	2023
3	H2FA R-CNN (+extra)	53.0	✓	H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection	xuyunqiu/h2fa_r-cnn	2022
4	H2FA R-CNN	46.4		H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection	xuyunqiu/h2fa_r-cnn	2022
5	DT+PL (+extra)	42.2	✓	Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation	naoto0804/cross-domain-detection · barisbatuhan/dass_det_inference · barisbatuhan/dass_detector	2018
6	DT+PL	37.2		Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation	naoto0804/cross-domain-detection · barisbatuhan/dass_det_inference · barisbatuhan/dass_detector	2018
7	ICCM	37.1		Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection		2021
8	MI-max	27		Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts	ngonthier/Mi_max · nicaogr/Mi_max	2020
9	DASS-Detector (YOLOX Tiny)	67.41	✓	Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings	barisbatuhan/dass_det_inference · barisbatuhan/dass_detector	2022
10	TADP	57.4		Text-image Alignment for Diffusion-based Perception	damaggu/tadp · nkondapa/RSVC	2023
11	H2FA R-CNN (+extra)	53.0	✓	H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection	xuyunqiu/h2fa_r-cnn	2022
12	H2FA R-CNN	46.4		H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection	xuyunqiu/h2fa_r-cnn	2022
13	DT+PL (+extra)	42.2	✓	Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation	naoto0804/cross-domain-detection · barisbatuhan/dass_det_inference · barisbatuhan/dass_detector	2018
14	DT+PL	37.2		Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation	naoto0804/cross-domain-detection · barisbatuhan/dass_det_inference · barisbatuhan/dass_detector	2018
15	ICCM	37.1		Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection		2021
16	MI-max	27		Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts	ngonthier/Mi_max · nicaogr/Mi_max	2020
17	DASS-Detector (YOLOX Tiny)	67.41	✓	Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings	barisbatuhan/dass_det_inference · barisbatuhan/dass_detector	2022
18	TADP	57.4		Text-image Alignment for Diffusion-based Perception	damaggu/tadp · nkondapa/RSVC	2023
19	H2FA R-CNN (+extra)	53.0	✓	H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection	xuyunqiu/h2fa_r-cnn	2022
20	H2FA R-CNN	46.4		H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection	xuyunqiu/h2fa_r-cnn	2022