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

UHRSD

RGB Salient Object Detection Benchmark

Performance Over Time

📊 Showing 12 results | 📏 Metric: S-Measure

Top Performing Models

Rank Model Paper S-Measure Date Code
1 BiRefNet (DUTS, HRSOD, UHRSD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.96 2024-01-07 📦 zhengpeng7/birefnet
2 PDFNet (HRSOD, UHRSD) 📚 Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior 0.95 2025-03-08 📦 tennine2077/pdfnet
3 InSPyReNet (HRSOD, UHRSD) 📚 Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 0.95 2022-09-20 📦 plemeri/transparent-background 📦 plemeri/inspyrenet 📦 john-mnz/ComfyUI-Inspyrenet-Rembg
4 BiRefNet (DUTS, UHRSD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.95 2024-01-07 📦 zhengpeng7/birefnet
5 BiRefNet (HRSOD, UHRSD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.95 2024-01-07 📦 zhengpeng7/birefnet
6 BiRefNet (DUTS, HRSOD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.94 2024-01-07 📦 zhengpeng7/birefnet
7 InSPyReNet (DUTS, HRSOD) 📚 Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 0.94 2022-09-20 📦 plemeri/transparent-background 📦 plemeri/inspyrenet 📦 john-mnz/ComfyUI-Inspyrenet-Rembg
8 PGNet (HRSOD, UHRSD) 📚 Pyramid Grafting Network for One-Stage High Resolution Saliency Detection 0.94 2022-04-11 📦 icvteam/pgnet
9 InSPyReNet Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 0.93 2022-09-20 📦 plemeri/transparent-background 📦 plemeri/inspyrenet 📦 john-mnz/ComfyUI-Inspyrenet-Rembg
10 BiRefNet (DUTS) Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.93 2024-01-07 📦 zhengpeng7/birefnet

All Papers (12)

zhengpeng7/birefnet
tennine2077/pdfnet
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
icvteam/pgnet
plemeri/transparent-background plemeri/inspyrenet john-mnz/ComfyUI-Inspyrenet-Rembg
zhengpeng7/birefnet
icvteam/pgnet
icvteam/pgnet