ML Research Wiki / Benchmarks / Salient Object Detection / DUT-OMRON

DUT-OMRON

Salient Object Detection Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: S-measure

Top Performing Models

Rank Model Paper S-measure Date Code
1 SAM2-UNet SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation 0.04 2024-08-16 📦 wzh0120/sam2-unet
2 SelfReformer SelfReformer: Self-Refined Network with Transformer for Salient Object Detection 0.04 2022-05-23 📦 BarCodeReader/SelfReformer
3 SelfReformer-Swin SelfReformer: Self-Refined Network with Transformer for Salient Object Detection 0.04 2022-05-23 📦 BarCodeReader/SelfReformer
4 FOCUS FOCUS: Towards Universal Foreground Segmentation 0.05 2025-01-09 📦 geshang777/FOCUS
5 RCSB Recursive Contour Saliency Blending Network for Accurate Salient Object Detection 0.05 2021-05-28 📦 BarCodeReader/RCSB-PyTorch
6 EVPv2 Explicit Visual Prompting for Universal Foreground Segmentations 0.05 2023-05-29 📦 nifangbaage/explict-visual-prompt 📦 nifangbaage/explicit-visual-prompt
7 LDF Label Decoupling Framework for Salient Object Detection 0.05 2020-08-25 📦 weijun88/LDF
8 F3Net F3Net: Fusion, Feedback and Focus for Salient Object Detection 0.05 2019-11-26 📦 weijun88/F3Net 📦 PanoAsh/ASOD60K 📦 PanoAsh/SHD360 📦 StamatisKourkoutas/Brain_Tumor_Segmentation_US_Images

All Papers (8)

wzh0120/sam2-unet
BarCodeReader/SelfReformer
BarCodeReader/SelfReformer
geshang777/FOCUS
BarCodeReader/RCSB-PyTorch
nifangbaage/explict-visual-prompt nifangbaage/explicit-visual-prompt
weijun88/LDF
weijun88/F3Net PanoAsh/ASOD60K