2D Classification on DUTS-TE

Metric: MAE (lower is better)

LeaderboardDataset

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Results

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#	Model↕	MAE▲	Augmentations	Paper	Date↕	Code
1	BiRefNet (DUTS, HRSOD, UHRSD)	0.018	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
2	BiRefNet (DUTS, UHRSD)	0.018	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	BiRefNet (DUTS, HRSOD)	0.018	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	BiRefNet (DUTS)	0.019	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	BiRefNet (HRSOD, UHRSD)	0.02	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
6	TRACER-TE7	0.022	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
7	InSPyReNet	0.024	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
8	M3Net-S	0.024	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
9	P2T-Small	0.029	No	P2T: Pyramid Pooling Transformer for Scene Under...	2021-06-22	Code
10	C4Net	0.029	No	C$^{4}$Net: Contextual Compression and Complemen...	2021-10-22	-
11	P2T-Tiny	0.033	No	P2T: Pyramid Pooling Transformer for Scene Under...	2021-06-22	Code
12	UCNet-ABP	0.034	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
13	UCNet-CVAE	0.034	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
14	CPDR-L	0.034	No	CPDR: Towards Highly-Efficient Salient Object De...	2025-01-11	-
15	TRACER-(ResNet50)	0.035	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
16	M3Net-R	0.036	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
17	PoolNet (VGG-16)	0.036	No	A Simple Pooling-Based Design for Real-Time Sali...	2019-04-21	Code
18	BASNet	0.047	No	-	-	Code
19	CFDN	0.048	No	Saliency Detection via Global Context Enhanced F...	2021-10-13	-
20	DGRL	0.049	No	-	-	-
21	PiCANet	0.05	No	PiCANet: Learning Pixel-wise Contextual Attentio...	2017-08-21	Code
22	HybridSOD	0.05	No	A Weakly Supervised Learning Framework for Salie...	2022-09-07	Code
23	PAGR	0.055	No	-	-	Code
24	SRM	0.058	No	-	-	Code
25	MSR	0.062	No	Instance-Level Salient Object Segmentation	2017-04-12	-
26	NLDF	0.065	No	-	-	Code
27	DHS	0.065	No	-	-	-
28	DSS	0.065	No	Deeply supervised salient object detection with ...	2016-11-15	Code
29	Amulet	0.075	No	Amulet: Aggregating Multi-level Convolutional Fe...	2017-08-07	Code
30	DCL	0.081	No	Deep Contrast Learning for Salient Object Detect...	2016-03-07	-
31	UCF	0.116	No	Learning Uncertain Convolutional Features for Ac...	2017-08-07	Code