Salient Object Detection on HRSOD 400 (test)
0.963Fw-beta ScoreBiRefNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BiRefNetTraining sets (TR)=1, 22024.01 | 0.963 | 0.962 | 0.976 | 0.011 | — | — | |
| BiRefNetTraining sets (TR)=1, 2, 32024.01 | 0.961 | 0.962 | 0.973 | 0.013 | — | — | |
| BiRefNetTraining sets (TR)=12024.01 | 0.958 | 0.957 | 0.972 | 0.014 | — | — | |
| BiRefNetTraining sets (TR)=1, 32024.01 | 0.958 | 0.959 | 0.972 | 0.014 | — | — | |
| BiRefNetTraining sets (TR)=2, 32024.01 | 0.953 | 0.956 | 0.967 | 0.016 | — | — | |
| PGNetTraining sets (TR)=2, 32024.01 | 0.945 | 0.938 | 0.946 | 0.02 | — | — | |
| PDFNetParams=94M2025.03 | 0.943 | — | 0.977 | 0.012 | 0.965 | 0.963 | |
| PGNetTraining sets (TR)=1, 22024.01 | 0.937 | 0.935 | 0.946 | 0.02 | — | — | |
| PGNetTraining sets (TR)=12024.01 | 0.931 | 0.93 | 0.944 | 0.021 | — | — | |
| BiRefNetParams=215M2025.03 | 0.931 | — | 0.967 | 0.016 | 0.952 | 0.956 | |
| DHQTraining sets (TR)=1, 22024.01 | 0.922 | 0.92 | 0.947 | 0.022 | — | — | |
| InSPyReNetParams=87.5M2025.03 | 0.922 | — | 0.964 | 0.018 | 0.955 | 0.956 | |
| HRSODTraining sets (TR)=1, 22024.01 | 0.905 | 0.896 | 0.934 | 0.03 | — | — | |
| LDFTraining sets (TR)=12024.01 | 0.904 | 0.904 | 0.919 | 0.032 | — | — | |
| PGNetParams=70M2025.03 | 0.901 | — | 0.96 | 0.02 | 0.939 | 0.938 |