Salient Object Detection on NJU2K
93.9S-measure (Sα)CMINet21
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CMINet21Size=352, TR=[4,5]2026.05 | 93.9 | 92.5 | 95.6 | 0.032 | |
| DFormerV225Size=480x640, TR=[4,5]2026.05 | 93.7 | 94.6 | 96.4 | 0.023 | |
| HiDAnet23Size=352, TR=[4,5]2026.05 | 92.6 | 93.9 | 95.4 | 0.029 | |
| BED-SAM2 (MD)Size=1024, TR=[4,5]2026.05 | 92.5 | 92.6 | 93.9 | 0.036 | |
| BED-SAM2 (D)Size=1024, TR=[4,5]2026.05 | 92.4 | 92.5 | 93.9 | 0.035 | |
| BED-SAM2Size=512, TR=[4,5]2026.05 | 92.3 | 91.8 | 94 | 0.039 | |
| BED-SAM2Size=1024, TR=[4,5]2026.05 | 92.3 | 92.4 | 94.4 | 0.037 | |
| BED-SAM2 (MD)Size=512, TR=[4,5]2026.05 | 92.2 | 91.9 | 93.1 | 0.04 | |
| BED-SAM2 (E)Size=1024, TR=[4,5]2026.05 | 92.2 | 92.1 | 93.7 | 0.037 | |
| DPLNet2023.12 | 92 | 90.4 | 94.4 | 0.035 | |
| BED-SAM2 (MD)Size=352, TR=[4,5]2026.05 | 92 | 92.2 | 93.3 | 0.041 | |
| BED-SAM2 (D)Size=512, TR=[4,5]2026.05 | 92 | 91.9 | 92.9 | 0.041 | |
| BED-SAM2 (E)Size=512, TR=[4,5]2026.05 | 92 | 91.5 | 92.9 | 0.04 | |
| BED-SAM2 (E)Size=352, TR=[4,5]2026.05 | 91.8 | 91.6 | 92.9 | 0.041 | |
| BED-SAM2 (D)Size=352, TR=[4,5]2026.05 | 91.7 | 91.7 | 92.9 | 0.042 | |
| BED-SAM2Size=352, TR=[4,5]2026.05 | 91.7 | 91.7 | 94.2 | 0.042 | |
| BBSNet2023.12 | 91.2 | 89.3 | 91.9 | 0.04 | |
| JL-DCF*Category=Deep Learning, Jointly trained with RGB-D and RGB=true2020.08 | 91.1 | 91.3 | 94.8 | 0.04 | |
| LSNet2023.12 | 91.1 | 90 | 92.2 | 0.037 | |
| BED-SAM2Size=1024, TR=[1,2,3]2026.05 | 91.1 | 91.3 | 93.9 | 0.043 | |
| BED-SAM2Size=352, TR=[1,2,3]2026.05 | 91 | 90.8 | 93.7 | 0.045 | |
| BED-SAM2Size=512, TR=[1,2,3]2026.05 | 91 | 90.8 | 93.8 | 0.043 | |
| FasterSal25Size=256, TR=[4,5]2026.05 | 90.8 | 90.6 | 94.9 | 0.034 | |
| BED-SAM2Size=512, TR=12026.05 | 90.4 | 90.3 | 93.3 | 0.047 | |
| JL-DCFCategory=Deep Learning, Jointly trained with RGB-D and RGB=false2020.08 | 90.3 | 90.3 | 94.4 | 0.043 | |
| CMWNet2023.12 | 90.3 | 88 | 91.2 | 0.046 | |
| BED-SAM2Size=1024, TR=12026.05 | 90.2 | 89.8 | 93 | 0.048 | |
| cmWS2023.12 | 90 | 88.6 | 91.4 | 0.044 | |
| BED-SAM2Size=352, TR=12026.05 | 90 | 89.5 | 92.9 | 0.049 | |
| SSF2023.12 | 89.8 | 88.5 | 91.2 | 0.043 | |
| D3NetCategory=Deep Learning2020.08 | 89.5 | 88.9 | 93.2 | 0.051 | |
| DMRACategory=Deep Learning2020.08 | 88.6 | 88.6 | 92.7 | 0.051 | |
| MonoSOD21Size=224, TR=[4,5]2026.05 | 88.6 | 87.7 | 91.7 | 0.049 | |
| CPFPCategory=Deep Learning2020.08 | 87.9 | 87.7 | 92.6 | 0.053 | |
| TANetCategory=Deep Learning2020.08 | 87.8 | 87.4 | 92.5 | 0.06 | |
| PCFCategory=Deep Learning2020.08 | 87.7 | 87.2 | 92.4 | 0.059 | |
| CMINetinput_type=stereo image pairs2021.09 | 87.4 | 85.1 | — | 0.056 | |
| MMCICategory=Deep Learning2020.08 | 85.8 | 85.2 | 91.5 | 0.079 | |
| CTMFCategory=Deep Learning2020.08 | 84.9 | 84.5 | 91.3 | 0.085 | |
| AFNetCategory=Deep Learning2020.08 | 77.2 | 77.5 | 85.3 | 0.1 | |
| DFCategory=Traditional2020.08 | 76.3 | 80.4 | 86.4 | 0.141 | |
| MDSFCategory=Traditional2020.08 | 74.8 | 77.5 | 83.8 | 0.157 | |
| ACSDCategory=Traditional2020.08 | 69.9 | 71.1 | 80.3 | 0.202 | |
| LBECategory=Traditional2020.08 | 69.5 | 74.8 | 80.3 | 0.153 | |
| DCMCCategory=Traditional2020.08 | 68.6 | 71.5 | 79.9 | 0.172 | |
| SECategory=Traditional2020.08 | 66.4 | 74.8 | 81.3 | 0.169 |