2D Object Detection on DAVIS-S

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Augmentations	Paper	Date↕	Code
1	BiRefNet (HRSOD, UHRSD)	0.006	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
2	BiRefNet (DUTS, HRSOD, UHRSD)	0.006	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	BiRefNet (DUTS, UHRSD)	0.006	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	BiRefNet (DUTS, HRSOD)	0.006	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	BiRefNet (DUTS)	0.008	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
6	InSPyReNet	0.009	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
7	PGNet (HRSOD, UHRSD)	0.01	Yes	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
8	PGNet (DUTS, HRSOD)	0.012	Yes	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
9	Tang et al.	0.012	No	Disentangled High Quality Salient Object Detection	2021-08-08	Code
10	PGNet	0.015	No	Pyramid Grafting Network for One-Stage High Reso...	2022-04-11	Code
11	Zeng et al. (HRSOD)	0.026	Yes	Towards High-Resolution Salient Object Detection	2019-08-20	Code

#1BiRefNet (HRSOD, UHRSD)SOTA
0.006
MAE· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#2BiRefNet (DUTS, HRSOD, UHRSD)
0.006
MAE· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#3BiRefNet (DUTS, UHRSD)
0.006
MAE· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#4BiRefNet (DUTS, HRSOD)
0.006
MAE· Augmentations· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#5BiRefNet (DUTS)SOTA
0.008
MAE· 2024-01-07
Bilateral Reference for High-Resolution Dichotomous Image Segmentation Code
#6InSPyReNetSOTA
0.009
MAE· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#7PGNet (HRSOD, UHRSD)SOTA
0.01
MAE· Augmentations· 2022-04-11
Pyramid Grafting Network for One-Stage High Resolution Saliency Detection Code
#8PGNet (DUTS, HRSOD)
0.012
MAE· Augmentations· 2022-04-11
Pyramid Grafting Network for One-Stage High Resolution Saliency Detection Code
#9Tang et al.SOTA
0.012
MAE· 2021-08-08
Disentangled High Quality Salient Object Detection Code
#10PGNet
0.015
MAE· 2022-04-11
Pyramid Grafting Network for One-Stage High Resolution Saliency Detection Code
#11Zeng et al. (HRSOD)SOTA
0.026
MAE· Augmentations· 2019-08-20
Towards High-Resolution Salient Object Detection Code