2D Object Detection on ECSSD

Metric: MAE (lower is better)

LeaderboardDataset

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#	Model↕	MAE▲	Augmentations	Paper	Date↕	Code
1	M3Net-S	0.021	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
2	TRACER-TE7	0.026	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
3	M3Net-R	0.029	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
4	C4Net	0.029	No	C$^{4}$Net: Contextual Compression and Complemen...	2021-10-22	-
5	InSPyReNet	0.031	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
6	CFDN	0.033	No	Saliency Detection via Global Context Enhanced F...	2021-10-13	-
7	CPDR-L	0.033	No	CPDR: Towards Highly-Efficient Salient Object De...	2025-01-11	-
8	TRACER-(ResNet50)	0.033	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
9	UCNet-CVAE	0.035	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
10	CPD-R (ResNet50)	0.037	No	Cascaded Partial Decoder for Fast and Accurate S...	2019-04-18	Code
11	BASNet	0.037	No	-	-	Code
12	PoolNet (VGG-16)	0.038	No	A Simple Pooling-Based Design for Real-Time Sali...	2019-04-21	Code
13	HybridSOD	0.051	No	A Weakly Supervised Learning Framework for Salie...	2022-09-07	Code
14	DSS (Res2Net-50)	0.056	No	Res2Net: A New Multi-scale Backbone Architecture	2019-04-02	Code

#1M3Net-SSOTA
0.021
MAE· 2023-09-15
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection Code
#2TRACER-TE7SOTA
0.026
MAE· 2021-12-14
TRACER: Extreme Attention Guided Salient Object Tracing Network Code
#3M3Net-R
0.029
MAE· 2023-09-15
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection Code
#4C4NetSOTA
0.029
MAE· 2021-10-22
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection
#5InSPyReNet
0.031
MAE· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#6CFDNSOTA
0.033
MAE· 2021-10-13
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss
#7CPDR-L
0.033
MAE· 2025-01-11
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement
#8TRACER-(ResNet50)
0.033
MAE· 2021-12-14
TRACER: Extreme Attention Guided Salient Object Tracing Network Code
#9UCNet-CVAESOTA
0.035
MAE· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#10CPD-R (ResNet50)SOTA
0.037
MAE· 2019-04-18
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection Code
#11BASNet
0.037
MAE
No paperCode
#12PoolNet (VGG-16)
0.038
MAE· 2019-04-21
A Simple Pooling-Based Design for Real-Time Salient Object Detection Code
#13HybridSOD
0.051
MAE· 2022-09-07
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels Code
#14DSS (Res2Net-50)SOTA
0.056
MAE· 2019-04-02
Res2Net: A New Multi-scale Backbone Architecture Code