Saliency Prediction on SalECI E-Commercial
0.797CCAAM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AAM2026.06 | 0.797 | 0.45 | 89.9 | 0.678 | — | |
| AAM2026.06 | 0.797 | 0.45 | 89.9 | 0.678 | — | |
| SUM# Parameters=57.5M2024.06 | 0.789 | 0.473 | 89.9 | 0.68 | 2.012 | |
| SUM2026.06 | 0.789 | 0.473 | 89.9 | 0.68 | — | |
| SUM2026.06 | 0.789 | 0.473 | 89.9 | 0.68 | — | |
| Hosseini et al.# Parameters=66M2024.06 | 0.75 | 0.578 | 89.2 | 0.645 | 1.89 | |
| Hosseini2026.06 | 0.75 | 0.578 | 89.2 | 0.645 | — | |
| Hosseini2026.06 | 0.75 | 0.578 | 89.2 | 0.645 | — | |
| SSMsource=Hosseini et al. [22], # Parameters=42M2024.06 | 0.72 | 0.599 | 83 | 0.611 | 1.396 | |
| SSM2026.06 | 0.72 | 0.599 | 83 | 0.611 | — | |
| Temp-Sal# Parameters=242M2024.06 | 0.719 | 0.712 | 81.3 | 0.629 | 1.768 | |
| Temp-Sal2026.06 | 0.719 | 0.712 | 81.3 | 0.629 | — | |
| Transalnet# Parameters=72M2024.06 | 0.717 | 0.873 | 82.4 | 0.534 | 1.723 | |
| TransalNet2026.06 | 0.717 | 0.873 | 82.4 | 0.534 | — | |
| SSwin Transformer# Parameters=29M2024.06 | 0.687 | 0.652 | 86.8 | 0.606 | 1.701 | |
| SSwin2026.06 | 0.687 | 0.652 | 86.8 | 0.606 | — | |
| DeepGaze IIEsource=Hosseini et al. [22], # Parameters=104M2024.06 | 0.56 | 0.995 | 84.2 | 0.399 | 1.327 | |
| DeepGaze2026.06 | 0.56 | 0.995 | 84.2 | 0.399 | — | |
| EML-NET# Parameters=47M2024.06 | 0.51 | 1.22 | 80.7 | 0.536 | 1.232 | |
| EML-NET2026.06 | 0.51 | 1.22 | 80.7 | 0.536 | — | |
| EML-NET2026.06 | 0.51 | 1.22 | 80.7 | 0.536 | — |