ML Research Wiki / Benchmarks / RGB Salient Object Detection / HRSOD

HRSOD

RGB Salient Object Detection Benchmark

Performance Over Time

📊 Showing 14 results | 📏 Metric: S-Measure

Top Performing Models

Rank Model Paper S-Measure Date Code
1 BiRefNet (DUTS, HRSOD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.01 2024-01-07 📦 zhengpeng7/birefnet
2 PDFNet (HRSOD,UHRSD) 📚 Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior 0.01 2025-03-08 📦 tennine2077/pdfnet
3 BiRefNet (DUTS, HRSOD, UHRSD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.01 2024-01-07 📦 zhengpeng7/birefnet
4 InSPyReNet (DUTS, HRSOD) 📚 Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 0.01 2022-09-20 📦 plemeri/transparent-background 📦 plemeri/inspyrenet 📦 john-mnz/ComfyUI-Inspyrenet-Rembg
5 BiRefNet (DUTS, UHRSD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.01 2024-01-07 📦 zhengpeng7/birefnet
6 BiRefNet (DUTS) Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.01 2024-01-07 📦 zhengpeng7/birefnet
7 BiRefNet (HRSOD, UHRSD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.02 2024-01-07 📦 zhengpeng7/birefnet
8 InSPyReNet Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 0.02 2022-09-20 📦 plemeri/transparent-background 📦 plemeri/inspyrenet 📦 john-mnz/ComfyUI-Inspyrenet-Rembg
9 InSPyReNet (HRSOD, UHRSD) 📚 Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 0.02 2022-09-20 📦 plemeri/transparent-background 📦 plemeri/inspyrenet 📦 john-mnz/ComfyUI-Inspyrenet-Rembg
10 PGNet (HRSOD, UHRSD) 📚 Pyramid Grafting Network for One-Stage High Resolution Saliency Detection 0.02 2022-04-11 📦 icvteam/pgnet

All Papers (14)

zhengpeng7/birefnet
tennine2077/pdfnet
zhengpeng7/birefnet
plemeri/transparent-background plemeri/inspyrenet john-mnz/ComfyUI-Inspyrenet-Rembg
zhengpeng7/birefnet
zhengpeng7/birefnet
zhengpeng7/birefnet
plemeri/transparent-background plemeri/inspyrenet john-mnz/ComfyUI-Inspyrenet-Rembg
plemeri/transparent-background plemeri/inspyrenet john-mnz/ComfyUI-Inspyrenet-Rembg
icvteam/pgnet
icvteam/pgnet
icvteam/pgnet
jiwei0921/Saliency-Evaluation-Toolbox luckybird1994/hqsod
yi94code/HRSOD