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

PASCAL-S

RGB Salient Object Detection Benchmark

Performance Over Time

📊 Showing 11 results | 📏 Metric: S-Measure

Top Performing Models

Rank Model Paper S-Measure Date Code
1 CFDN Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss 0.04 2021-10-13 -
2 M3Net-S M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection 0.05 2023-09-15 📦 I2-Multimedia-Lab/M3Net
3 TRACER-TE7 TRACER: Extreme Attention Guided Salient Object Tracing Network 0.05 2021-12-14 📦 Karel911/TRACER
4 InSPyReNet Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 0.05 2022-09-20 📦 plemeri/transparent-background 📦 plemeri/inspyrenet 📦 john-mnz/ComfyUI-Inspyrenet-Rembg
5 C4Net C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection 0.06 2021-10-22 -
6 M3Net-R M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection 0.06 2023-09-15 📦 I2-Multimedia-Lab/M3Net
7 CPDR-L CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement 0.06 2025-01-11 -
8 PoolNet (VGG-16) A Simple Pooling-Based Design for Real-Time Salient Object Detection 0.07 2019-04-21 📦 backseason/PoolNet 📦 Res2Net/Res2Net-PoolNet 📦 chouxianyu/Boundary-Aware-PoolNet 📦 balast/saliency_detector 📦 hualuluu/--every-day-paper--
9 CPD-R (ResNet50) Cascaded Partial Decoder for Fast and Accurate Salient Object Detection 0.07 2019-04-18 📦 wuzhe71/CPD
10 HybridSOD A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels 0.08 2022-09-07 📦 rmcong/Hybrid-Label-SOD_TCSVT2022 📦 2023-MindSpore-4/Code4 📦 dakerqinqi/wslnet

All Papers (11)