Object Detection on PASCAL VOC'07

Metric: mAP (higher is better)

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#	Model↕	mAP▼	Extra Data	Paper	Date↕	Code
1	SeeDS	68.9	No	SeeDS: Semantic Separable Diffusion Synthesizer ...	2023-10-07	Code
2	RRFS-ZSD	65.5	No	Robust Region Feature Synthesizer for Zero-Shot ...	2022-01-01	Code
3	SUZOD	64.9	No	Synthesizing the Unseen for Zero-shot Object Det...	2020-10-19	Code
4	ZSD-SCR	62.7	No	Resolving Semantic Confusions for Improved Zero-...	2022-12-12	Code
5	PL	62.1	No	Polarity Loss for Zero-shot Object Detection	2018-11-22	Code
6	BLC	55.2	No	Background Learnable Cascade for Zero-Shot Objec...	2020-10-09	Code
7	HRE	54.2	No	Zero-Shot Object Detection by Hybrid Region Embe...	2018-05-16	Code

#1SeeDSSOTA
68.9
mAP· 2023-10-07
SeeDS: Semantic Separable Diffusion Synthesizer for Zero-shot Food Detection Code
#2RRFS-ZSDSOTA
65.5
mAP· 2022-01-01
Robust Region Feature Synthesizer for Zero-Shot Object Detection Code
#3SUZODSOTA
64.9
mAP· 2020-10-19
Synthesizing the Unseen for Zero-shot Object Detection Code
#4ZSD-SCR
62.7
mAP· 2022-12-12
Resolving Semantic Confusions for Improved Zero-Shot Detection Code
#5PLSOTA
62.1
mAP· 2018-11-22
Polarity Loss for Zero-shot Object Detection Code
#6BLC
55.2
mAP· 2020-10-09
Background Learnable Cascade for Zero-Shot Object Detection Code
#7HRESOTA
54.2
mAP· 2018-05-16
Zero-Shot Object Detection by Hybrid Region Embedding Code