ML Research Wiki / Benchmarks / Salient Object Detection / HKU-IS

HKU-IS

Salient Object Detection Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: S-measure

Top Performing Models

Rank Model Paper S-measure Date Code
1 FOCUS FOCUS: Towards Universal Foreground Segmentation 0.02 2025-01-09 📦 geshang777/FOCUS
2 SAM2-UNet SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation 0.02 2024-08-16 📦 wzh0120/sam2-unet
3 SelfReformer-Swin SelfReformer: Self-Refined Network with Transformer for Salient Object Detection 0.02 2022-05-23 📦 BarCodeReader/SelfReformer
4 EVPv1 Explicit Visual Prompting for Low-Level Structure Segmentations 0.02 2023-03-20 📦 nifangbaage/explicit-visual-prompt
5 SelfReformer SelfReformer: Self-Refined Network with Transformer for Salient Object Detection 0.02 2022-05-23 📦 BarCodeReader/SelfReformer
6 LDF Label Decoupling Framework for Salient Object Detection 0.03 2020-08-25 📦 weijun88/LDF
7 RCSB Recursive Contour Saliency Blending Network for Accurate Salient Object Detection 0.03 2021-05-28 📦 BarCodeReader/RCSB-PyTorch
8 F3Net F3Net: Fusion, Feedback and Focus for Salient Object Detection 0.03 2019-11-26 📦 weijun88/F3Net 📦 PanoAsh/ASOD60K 📦 PanoAsh/SHD360 📦 StamatisKourkoutas/Brain_Tumor_Segmentation_US_Images
9 U2Net U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection 0.03 2020-05-18 📦 xuebinqin/U-2-Net 📦 NathanUA/U-2-Net 📦 PaddlePaddle/PaddleSeg

All Papers (9)

geshang777/FOCUS
wzh0120/sam2-unet
BarCodeReader/SelfReformer
nifangbaage/explicit-visual-prompt
BarCodeReader/SelfReformer
weijun88/LDF
BarCodeReader/RCSB-PyTorch
weijun88/F3Net PanoAsh/ASOD60K
xuebinqin/U-2-Net NathanUA/U-2-Net