2D Object Detection on MS-COCO

Metric: Recall (higher is better)

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#	Model↕	Recall▼	Augmentations	Paper	Date↕	Code
1	UniFa	69.1	No	-	-	-
2	ZSD-SCR	65.1	No	Resolving Semantic Confusions for Improved Zero-...	2022-12-12	Code
3	SeeDS	64	No	SeeDS: Semantic Separable Diffusion Synthesizer ...	2023-10-07	Code
4	GRAN	62.7	No	-	-	Code
5	ZSD-RRFS	62.3	No	Robust Region Feature Synthesizer for Zero-Shot ...	2022-01-01	Code
6	SUZOD	61.4	No	Synthesizing the Unseen for Zero-shot Object Det...	2020-10-19	Code
7	ContrastZSD	59.5	No	Semantics-Guided Contrastive Network for Zero-Sh...	2021-09-04	-
8	BLC	54.68	No	Background Learnable Cascade for Zero-Shot Objec...	2020-10-09	Code
9	ZSD-Polarity Loss	43.56	No	Polarity Loss for Zero-shot Object Detection	2018-11-22	Code

#1UniFa
69.1
Recall
No paper
#2ZSD-SCRSOTA
65.1
Recall· 2022-12-12
Resolving Semantic Confusions for Improved Zero-Shot Detection Code
#3SeeDS
64
Recall· 2023-10-07
SeeDS: Semantic Separable Diffusion Synthesizer for Zero-shot Food Detection Code
#4GRAN
62.7
Recall
No paperCode
#5ZSD-RRFSSOTA
62.3
Recall· 2022-01-01
Robust Region Feature Synthesizer for Zero-Shot Object Detection Code
#6SUZODSOTA
61.4
Recall· 2020-10-19
Synthesizing the Unseen for Zero-shot Object Detection Code
#7ContrastZSD
59.5
Recall· 2021-09-04
Semantics-Guided Contrastive Network for Zero-Shot Object detection
#8BLCSOTA
54.68
Recall· 2020-10-09
Background Learnable Cascade for Zero-Shot Object Detection Code
#9ZSD-Polarity LossSOTA
43.56
Recall· 2018-11-22
Polarity Loss for Zero-shot Object Detection Code