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

DAVIS-S

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 (HRSOD, UHRSD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.98 2024-01-07 📦 zhengpeng7/birefnet
2 BiRefNet (DUTS, HRSOD, UHRSD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.98 2024-01-07 📦 zhengpeng7/birefnet
3 BiRefNet (DUTS, UHRSD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.98 2024-01-07 📦 zhengpeng7/birefnet
4 BiRefNet (DUTS, HRSOD) 📚 Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.98 2024-01-07 📦 zhengpeng7/birefnet
5 InSPyReNet (DUTS, HRSOD) 📚 Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 0.98 2022-09-20 📦 plemeri/transparent-background 📦 plemeri/inspyrenet 📦 john-mnz/ComfyUI-Inspyrenet-Rembg
6 BiRefNet (DUTS) Bilateral Reference for High-Resolution Dichotomous Image Segmentation 0.97 2024-01-07 📦 zhengpeng7/birefnet
7 InSPyReNet Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 0.96 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 0.96 2022-04-11 📦 icvteam/pgnet
9 PGNet (DUTS, HRSOD) 📚 Pyramid Grafting Network for One-Stage High Resolution Saliency Detection 0.95 2022-04-11 📦 icvteam/pgnet
10 Tang et al. Disentangled High Quality Salient Object Detection 0.94 2021-08-08 📦 jiwei0921/Saliency-Evaluation-Toolbox 📦 luckybird1994/hqsod

All Papers (12)