Object Detection on DUT-OMRON

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	BiRefNet (DUTS, UHRSD)	0.036	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
2	BiRefNet (DUTS, HRSOD, UHRSD)	0.038	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
3	BiRefNet (DUTS, HRSOD)	0.04	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
4	BiRefNet (DUTS)	0.04	No	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
5	BiRefNet (HRSOD, UHRSD)	0.04	Yes	Bilateral Reference for High-Resolution Dichotom...	2024-01-07	Code
6	InSPyReNet	0.045	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
7	M3Net-S	0.045	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
8	TRACER-TE7	0.045	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
9	C4Net	0.047	No	C$^{4}$Net: Contextual Compression and Complemen...	2021-10-22	-
10	CPDR-L	0.048	No	CPDR: Towards Highly-Efficient Salient Object De...	2025-01-11	-
11	UCNet-ABP	0.05	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
12	TRACER-(ResNet50)	0.05	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
13	UCNet-CVAE	0.051	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
14	PoolNet (VGG-16)	0.053	No	A Simple Pooling-Based Design for Real-Time Sali...	2019-04-21	Code
15	CPD-R (ResNet50)	0.056	No	Cascaded Partial Decoder for Fast and Accurate S...	2019-04-18	Code
16	BASNet	0.056	No	-	-	Code
17	M3Net-R	0.061	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
18	DSS (Res2Net-50)	0.071	No	Res2Net: A New Multi-scale Backbone Architecture	2019-04-02	Code