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

HKU-IS

RGB Salient Object Detection Benchmark

Performance Over Time

📊 Showing 13 results | 📏 Metric: S-Measure

Top Performing Models

Rank Model Paper S-Measure Date Code
1 M3Net-S M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection 0.02 2023-09-15 📦 I2-Multimedia-Lab/M3Net
2 TRACER-TE7 TRACER: Extreme Attention Guided Salient Object Tracing Network 0.02 2021-12-14 📦 Karel911/TRACER
3 C4Net C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection 0.03 2021-10-22 -
4 UCNet-CVAE Uncertainty Inspired RGB-D Saliency Detection 0.03 2020-09-07 📦 taozh2017/RGBD-SODsurvey 📦 JingZhang617/UCNet 📦 DengPingFan/S-measure 📦 DengPingFan/SOC-DataAug
5 M3Net-R M$^3$Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection 0.03 2023-09-15 📦 I2-Multimedia-Lab/M3Net
6 UCNet-ABP Uncertainty Inspired RGB-D Saliency Detection 0.03 2020-09-07 📦 taozh2017/RGBD-SODsurvey 📦 JingZhang617/UCNet 📦 DengPingFan/S-measure 📦 DengPingFan/SOC-DataAug
7 InSPyReNet Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 0.03 2022-09-20 📦 plemeri/transparent-background 📦 plemeri/inspyrenet 📦 john-mnz/ComfyUI-Inspyrenet-Rembg
8 CPDR-L CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement 0.03 2025-01-11 -
9 TRACER-(ResNet50) TRACER: Extreme Attention Guided Salient Object Tracing Network 0.03 2021-12-14 📦 Karel911/TRACER
10 PoolNet (VGG-16) A Simple Pooling-Based Design for Real-Time Salient Object Detection 0.03 2019-04-21 📦 backseason/PoolNet 📦 Res2Net/Res2Net-PoolNet 📦 chouxianyu/Boundary-Aware-PoolNet 📦 balast/saliency_detector 📦 hualuluu/--every-day-paper--

All Papers (13)