Object Detection on DUTS-TE

Metric: max F-measure (higher is better)

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#	Model↕	max F-measure▼	Extra Data	Paper	Date↕	Code
1	BiRefNet (DUTS, HRSOD, UHRSD)	0.943	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
2	BiRefNet (DUTS, UHRSD)	0.942	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	BiRefNet (DUTS)	0.937	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	BiRefNet (DUTS, HRSOD)	0.935	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	TRACER-TE7	0.932	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
6	BiRefNet (HRSOD, UHRSD)	0.928	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
7	P2T-Small	0.912	No	P2T: Pyramid Pooling Transformer for Scene Under...	2021-06-22	Code
8	P2T-Tiny	0.895	No	P2T: Pyramid Pooling Transformer for Scene Under...	2021-06-22	Code
9	InSPyReNet	0.892	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
10	PoolNet (VGG-16)	0.892	No	A Simple Pooling-Based Design for Real-Time Sali...	2019-04-21	Code
11	PiCANet	0.863	No	PiCANet: Learning Pixel-wise Contextual Attentio...	2017-08-21	Code
12	CFDN	0.859	No	Saliency Detection via Global Context Enhanced F...	2021-10-13	-
13	PAGR	0.854	No	-	-	Code
14	DGRL	0.828	No	-	-	-
15	SRM	0.826	No	-	-	Code
16	MSR	0.824	No	Instance-Level Salient Object Segmentation	2017-04-12	-
17	NLDF	0.816	No	-	-	Code
18	DHS	0.815	No	-	-	-
19	DSS	0.813	No	Deeply supervised salient object detection with ...	2016-11-15	Code
20	DCL	0.786	No	Deep Contrast Learning for Salient Object Detect...	2016-03-07	-
21	Amulet	0.773	No	Amulet: Aggregating Multi-level Convolutional Fe...	2017-08-07	Code
22	UCF	0.771	No	Learning Uncertain Convolutional Features for Ac...	2017-08-07	Code