2D Object Detection on DAVIS-S

Metric: F-measure (higher is better)

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#	Model↕	F-measure▼	Augmentations	Paper	Date↕	Code
1	BiRefNet (HRSOD, UHRSD)	0.98	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
2	BiRefNet (DUTS, HRSOD, UHRSD)	0.979	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	BiRefNet (DUTS, UHRSD)	0.977	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	BiRefNet (DUTS, HRSOD)	0.976	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	InSPyReNet (DUTS, HRSOD)	0.976	Yes	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	BiRefNet (DUTS)	0.966	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
7	InSPyReNet	0.959	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
8	PGNet (HRSOD, UHRSD)	0.956	Yes	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
9	PGNet (DUTS, HRSOD)	0.948	Yes	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
10	Tang et al.	0.935	No	Disentangled High Quality Salient Object Detection	2021-08-08	Code
11	PGNet	0.931	No	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
12	Zeng et al. (HRSOD)	0.889	Yes	Towards High-Resolution Salient Object Detection	2019-08-20	Code

#1BiRefNet (HRSOD, UHRSD)SOTA
0.98
F-measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#2BiRefNet (DUTS, HRSOD, UHRSD)
0.979
F-measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#3BiRefNet (DUTS, UHRSD)
0.977
F-measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4BiRefNet (DUTS, HRSOD)
0.976
F-measure· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#5InSPyReNet (DUTS, HRSOD)SOTA
0.976
F-measure· Augmentations· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#6BiRefNet (DUTS)
0.966
F-measure· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#7InSPyReNet
0.959
F-measure· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#8PGNet (HRSOD, UHRSD)SOTA
0.956
F-measure· Augmentations· 2022-04-11
Pyramid Grafting Network for One-Stage High Resolution Saliency Detection Code
#9PGNet (DUTS, HRSOD)
0.948
F-measure· Augmentations· 2022-04-11
Pyramid Grafting Network for One-Stage High Resolution Saliency Detection Code
#10Tang et al.SOTA
0.935
F-measure· 2021-08-08
Disentangled High Quality Salient Object Detection Code
#11PGNet
0.931
F-measure· 2022-04-11
Pyramid Grafting Network for One-Stage High Resolution Saliency Detection Code
#12Zeng et al. (HRSOD)SOTA
0.889
F-measure· Augmentations· 2019-08-20
Towards High-Resolution Salient Object Detection Code