DUT-OMRON

Overview edit

Variants: DUT-OMRON

Associated Benchmarks

This dataset is used in 3 benchmarks:

• Saliency Detection - Metrics: MAE, Fwβ, Sm, relaxFbβ, {max}Fβ
• RGB Salient Object Detection - Metrics: S-Measure, F-measure, mean E-Measure, MAE, mean F-Measure, Weighted F-Measure
• Salient Object Detection - Metrics: S-measure, E-measure, MAE, max_F1

Recent Benchmark Submissions

Research Papers

Recent papers with results on this dataset:

• CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement (2025) -
• FOCUS: Towards Universal Foreground Segmentation (2025) -
• SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation (2024) -
• Bilateral Reference for High-Resolution Dichotomous Image Segmentation (2024) -
• M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection (2023) -
• Explicit Visual Prompting for Universal Foreground Segmentations (2023) -
• Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (2022) -
• SelfReformer: Self-Refined Network with Transformer for Salient Object Detection (2022) -
• TRACER: Extreme Attention Guided Salient Object Tracing Network (2021) -
• C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection (2021) -
• Recursive Contour Saliency Blending Network for Accurate Salient Object Detection (2021) -
• Uncertainty Inspired RGB-D Saliency Detection (2020) -
• Label Decoupling Framework for Salient Object Detection (2020) -
• U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection (2020) -
• F3Net: Fusion, Feedback and Focus for Salient Object Detection (2019) -
• A Simple Pooling-Based Design for Real-Time Salient Object Detection (2019) -
• Cascaded Partial Decoder for Fast and Accurate Salient Object Detection (2019) -
• Res2Net: A New Multi-scale Backbone Architecture (2019) -
• Pyramid Feature Attention Network for Saliency detection (2019) -
• Learning Uncertain Convolutional Features for Accurate Saliency Detection (2017) -