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SotA/Methodology/16k/DES

16k on DES

Metric: Average MAE (lower is better)

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#Model↕Average MAE▲AugmentationsPaperDate↕Code
1DFormer-L0.013NoDFormer: Rethinking RGBD Representation Learning...2023-09-18Code
2UCNet-ABP0.016NoUncertainty Inspired RGB-D Saliency Detection2020-09-07Code
3SPSN0.016NoSPSN: Superpixel Prototype Sampling Network for ...2022-07-16Code
4UCNet-CVAE0.016NoUncertainty Inspired RGB-D Saliency Detection2020-09-07Code
5BTS-Net0.018NoBTS-Net: Bi-directional Transfer-and-Selection N...2021-04-05Code
6CoLANet0.018NoCoLA: Conditional Dropout and Language-driven Ro...2024-07-09Code
7UC-Net0.019NoUC-Net: Uncertainty Inspired RGB-D Saliency Dete...2020-04-13Code
8JL-DCF*0.021YesSiamese Network for RGB-D Salient Object Detecti...2020-08-26Code
9BBS-Net0.021NoBifurcated backbone strategy for RGB-D salient o...2020-07-06Code
10BiANet0.021NoBilateral Attention Network for RGB-D Salient Ob...2020-04-30Code
11JL-DCF0.022NoJL-DCF: Joint Learning and Densely-Cooperative F...2020-04-18Code
12DASNet0.023NoIs Depth Really Necessary for Salient Object Det...2020-05-30Code
13CPFP0.038No--Code