Salient Object Detection on PASCAL-S 850 images (test)
0.041MAEBED-SAM2
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BED-SAM2Size=512, TR=[1,2]2026.05 | 0.041 | — | — | 93.4 | 90.1 | 89.9 | |
| BED-SAM2Size=512, TR=[1,2,3]2026.05 | 0.041 | — | — | 93.4 | 89.8 | 90 | |
| BED-SAM2Size=1024, TR=[1,2]2026.05 | 0.041 | — | — | 93.5 | 89.7 | 89.8 | |
| BED-SAM2Size=1024, TR=12026.05 | 0.042 | — | — | 93.4 | 89.8 | 90.6 | |
| BED-SAM2Size=1024, TR=[1,2,3]2026.05 | 0.042 | — | — | 93.2 | 89.5 | 89.6 | |
| SAM2-UNetSize=352, TR=12026.05 | 0.043 | — | — | 93.1 | 89.4 | — | |
| BED-SAM2Size=352, TR=[1,2,3]2026.05 | 0.043 | — | — | 93.1 | 89.8 | 89.8 | |
| BED-SAM2Size=512, TR=12026.05 | 0.043 | — | — | 93 | 89.8 | 90.4 | |
| BED-SAM2Size=512, TR=[1,3]2026.05 | 0.043 | — | — | 93 | 89.7 | 89.7 | |
| BED-SAM2Size=1024, TR=[1,3]2026.05 | 0.043 | — | — | 93 | 89.1 | 89 | |
| BED-SAM2Size=352, TR=[1,2]2026.05 | 0.044 | — | — | 93 | 89.8 | 89.6 | |
| BED-SAM2Size=512, TR=[2,3]2026.05 | 0.044 | — | — | 92.9 | 89.4 | 89.5 | |
| BED-SAM2Size=352, TR=[1,3]2026.05 | 0.045 | — | — | 92.7 | 89.6 | 89.4 | |
| BED-SAM2Size=352, TR=[2,3]2026.05 | 0.046 | — | — | 92.6 | 89.5 | 89.1 | |
| BED-SAM2Size=352, TR=12026.05 | 0.047 | — | — | 92.3 | 89.4 | 89.4 | |
| BED-SAM2Size=1024, TR=[2,3]2026.05 | 0.047 | — | — | 92.6 | 88.7 | 89 | |
| ICON-SSize=352, TR=12026.05 | 0.048 | — | — | 92.4 | 88.5 | 85.4 | |
| MENetSize=352, TR=12026.05 | 0.054 | — | — | 91.3 | 87.2 | 89 | |
| C4Net-C5Backbone=ResNet-1012021.10 | 0.055 | 86.1 | — | 90.4 | — | — | |
| C4Net-C4Backbone=ResNet-502021.10 | 0.056 | 85.4 | — | 90.3 | — | — | |
| LDF2020.08 | 0.06 | 84.8 | — | 86.5 | — | — | |
| LDFBackbone=ResNet-502021.10 | 0.06 | 84.8 | — | 86.6 | — | — | |
| F3Net2019.11 | 0.062 | 84 | 85.5 | 85.9 | — | — | |
| F3NetBackbone=ResNet-502021.10 | 0.062 | 83.4 | — | 88.6 | — | — | |
| EDNSize=384, TR=12026.05 | 0.062 | — | — | — | 87.9 | 82.7 | |
| SCRNBackbone=ResNet-502021.10 | 0.063 | 85 | — | 90.2 | — | — | |
| GCPANetBackbone=ResNet-502021.10 | 0.063 | 84 | — | 89.8 | — | — | |
| SCRN2020.08 | 0.064 | 83.2 | — | 85.7 | — | — | |
| MINetBackbone=ResNet-502021.10 | 0.064 | 83.6 | — | 89.6 | — | — | |
| PoolNetBackbone=ResNet-502021.10 | 0.065 | 84.6 | — | 90 | — | — | |
| AFNet2019.11 | 0.07 | 82.1 | 84.4 | 84.6 | — | — | |
| AFNet2020.08 | 0.07 | 82.1 | — | 84.6 | — | — | |
| SIBA2020.08 | 0.07 | 83 | — | 85.5 | — | — | |
| CPDBackbone=ResNet-502021.10 | 0.07 | 82.8 | — | 88.4 | — | — | |
| TDBU2019.11 | 0.071 | 77.9 | 84.4 | 85.2 | — | — | |
| TDBU2020.08 | 0.071 | 77.9 | — | 85.2 | — | — | |
| CPD-R2019.11 | 0.072 | 82.4 | 84.2 | 84.9 | — | — | |
| CPD-R2020.08 | 0.072 | 82.4 | — | 84.9 | — | — | |
| BMPM2019.11 | 0.073 | 80.3 | 84 | 83.8 | — | — | |
| BMPM2020.08 | 0.073 | 80.3 | — | 83.8 | — | — | |
| DGRL2019.11 | 0.074 | 80.7 | 83.4 | 83.6 | — | — | |
| PoolNet2019.11 | 0.074 | 82.2 | 84.5 | 85 | — | — | |
| DGRL2020.08 | 0.074 | 80.7 | — | 83.6 | — | — | |
| EGNet-R2020.08 | 0.074 | 82.3 | — | 84.9 | — | — | |
| PoolNet2020.08 | 0.074 | 82.2 | — | 85 | — | — | |
| DGRLBackbone=ResNet-502021.10 | 0.074 | 81.9 | — | 88.2 | — | — | |
| EGNetBackbone=ResNet-502021.10 | 0.074 | 83.3 | — | 88.5 | — | — | |
| U2NetSize=320, TR=12026.05 | 0.074 | — | — | — | 84.4 | 85.9 | |
| PICA-R2019.11 | 0.075 | 79.8 | 84.9 | 83.3 | — | — | |
| PICA-R2020.08 | 0.075 | 77.6 | — | 83.3 | — | — | |
| PiCANetBackbone=ResNet-502021.10 | 0.075 | 83.1 | — | 89.3 | — | — | |
| BASNet2019.11 | 0.076 | 77.5 | 83.2 | 84.7 | — | — | |
| BASNet2020.08 | 0.076 | 77.5 | — | 84.7 | — | — | |
| BASNetBackbone=ResNet-502021.10 | 0.076 | 82.4 | — | 87.9 | — | — | |
| PAGE2019.11 | 0.077 | 81 | 83.5 | 84.1 | — | — | |
| PAGE2020.08 | 0.077 | 81 | — | 84.1 | — | — | |
| C2SNet2019.11 | 0.086 | 76.1 | 82.2 | 83.5 | — | — | |
| R3Net2019.11 | 0.101 | 77.5 | 80.9 | 82.4 | — | — | |
| R3Net2020.08 | 0.101 | 77.5 | — | 82.4 | — | — | |
| RAS2019.11 | 0.102 | 78.2 | 79.2 | 83.2 | — | — | |
| RAS2020.08 | 0.102 | 78.2 | — | 83.2 | — | — | |
| VSCodeSize=352, TR=12026.05 | — | — | — | 90.4 | 88.7 | 86.4 |