Object Detection on HKU-IS

Metric: MAE (lower is better)

LeaderboardDataset

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	M3Net-S	0.019	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
2	TRACER-TE7	0.02	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
3	C4Net	0.025	No	C$^{4}$Net: Contextual Compression and Complemen...	2021-10-22	-
4	M3Net-R	0.026	No	M$^3$Net: Multilevel, Mixed and Multistage Atten...	2023-09-15	Code
5	UCNet-CVAE	0.026	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
6	UCNet-ABP	0.027	No	Uncertainty Inspired RGB-D Saliency Detection	2020-09-07	Code
7	InSPyReNet	0.028	No	Revisiting Image Pyramid Structure for High Reso...	2022-09-20	Code
8	CPDR-L	0.028	No	CPDR: Towards Highly-Efficient Salient Object De...	2025-01-11	-
9	TRACER-(ResNet50)	0.028	No	TRACER: Extreme Attention Guided Salient Object ...	2021-12-14	Code
10	PoolNet (VGG-16)	0.03	No	A Simple Pooling-Based Design for Real-Time Sali...	2019-04-21	Code
11	BASNet	0.032	No	-	-	Code
12	CPD-R (ResNet50)	0.034	No	Cascaded Partial Decoder for Fast and Accurate S...	2019-04-18	Code
13	HybridSOD	0.038	No	A Weakly Supervised Learning Framework for Salie...	2022-09-07	Code
14	DSS (Res2Net-50)	0.05	No	Res2Net: A New Multi-scale Backbone Architecture	2019-04-02	Code

#1M3Net-SSOTA
0.019
MAE· 2023-09-15
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection Code
#2TRACER-TE7SOTA
0.02
MAE· 2021-12-14
TRACER: Extreme Attention Guided Salient Object Tracing Network Code
#3C4NetSOTA
0.025
MAE· 2021-10-22
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection
#4M3Net-R
0.026
MAE· 2023-09-15
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection Code
#5UCNet-CVAESOTA
0.026
MAE· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#6UCNet-ABPSOTA
0.027
MAE· 2020-09-07
Uncertainty Inspired RGB-D Saliency Detection Code
#7InSPyReNet
0.028
MAE· 2022-09-20
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection Code
#8CPDR-L
0.028
MAE· 2025-01-11
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement
#9TRACER-(ResNet50)
0.028
MAE· 2021-12-14
TRACER: Extreme Attention Guided Salient Object Tracing Network Code
#10PoolNet (VGG-16)SOTA
0.03
MAE· 2019-04-21
A Simple Pooling-Based Design for Real-Time Salient Object Detection Code
#11BASNet
0.032
MAE
No paperCode
#12CPD-R (ResNet50)SOTA
0.034
MAE· 2019-04-18
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection Code
#13HybridSOD
0.038
MAE· 2022-09-07
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels Code
#14DSS (Res2Net-50)SOTA
0.05
MAE· 2019-04-02
Res2Net: A New Multi-scale Backbone Architecture Code