ML Research Wiki / Benchmarks / Salient Object Detection / PASCAL-S

PASCAL-S

Salient Object Detection Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: S-measure

Top Performing Models

Rank Model Paper S-measure Date Code
1 FOCUS FOCUS: Towards Universal Foreground Segmentation 0.04 2025-01-09 📦 geshang777/FOCUS
2 SAM2-UNet SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation 0.04 2024-08-16 📦 wzh0120/sam2-unet
3 SelfReformer-Swin SelfReformer: Self-Refined Network with Transformer for Salient Object Detection 0.05 2022-05-23 📦 BarCodeReader/SelfReformer
4 SelfReformer SelfReformer: Self-Refined Network with Transformer for Salient Object Detection 0.05 2022-05-23 📦 BarCodeReader/SelfReformer
5 EVPv2 Explicit Visual Prompting for Universal Foreground Segmentations 0.05 2023-05-29 📦 nifangbaage/explict-visual-prompt 📦 nifangbaage/explicit-visual-prompt
6 EVPv1 Explicit Visual Prompting for Low-Level Structure Segmentations 0.05 2023-03-20 📦 nifangbaage/explicit-visual-prompt
7 LDF(ours) Label Decoupling Framework for Salient Object Detection 0.06 2020-08-25 📦 weijun88/LDF
8 RCSB Recursive Contour Saliency Blending Network for Accurate Salient Object Detection 0.06 2021-05-28 📦 BarCodeReader/RCSB-PyTorch
9 F3Net F3Net: Fusion, Feedback and Focus for Salient Object Detection 0.06 2019-11-26 📦 weijun88/F3Net 📦 PanoAsh/ASOD60K 📦 PanoAsh/SHD360 📦 StamatisKourkoutas/Brain_Tumor_Segmentation_US_Images
10 F3Net U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection 0.09 2020-05-18 📦 xuebinqin/U-2-Net 📦 NathanUA/U-2-Net 📦 PaddlePaddle/PaddleSeg

All Papers (10)

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