OpenCodePapers

salient-object-detection-on-ecssd

Object DetectionRGB Salient Object Detection
Dataset Link
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PaperCodeS-MeasureF-measureMAEmean F-Measuremean E-MeasureF-ScoreWeighted F-MeasureModelNameReleaseDate
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection✓ Link0.9480.0210.947M3Net-S2023-09-15
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection✓ Link0.9360.960.031InSPyReNet2022-09-20
TRACER: Extreme Attention Guided Salient Object Tracing Network✓ Link0.9350.9610.0260.940TRACER-TE72021-12-14
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss0.9320.9510.033CFDN2021-10-13
M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection✓ Link0.9310.0290.919M3Net-R2023-09-15
Uncertainty Inspired RGB-D Saliency Detection✓ Link0.9210.035UCNet-CVAE2020-09-07
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels✓ Link0.8860.0510.899HybridSOD2022-09-07
A Simple Pooling-Based Design for Real-Time Salient Object Detection✓ Link0.9450.038PoolNet (VGG-16)2019-04-21
Res2Net: A New Multi-scale Backbone Architecture✓ Link0.9260.056DSS (Res2Net-50)2019-04-02
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection✓ Link0.9170.037CPD-R (ResNet50)2019-04-18
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection0.0290.9390.957C4Net2021-10-22
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement0.0330.9210.951CPDR-L2025-01-11
TRACER: Extreme Attention Guided Salient Object Tracing Network✓ Link0.033TRACER-(ResNet50)2021-12-14
BASNet: Boundary-Aware Salient Object Detection✓ Link0.037BASNet2019-06-01