Research Article
Learning-Based Visual Saliency Model for Detecting Diabetic Macular Edema in Retinal Image
Table 1
Performance comparison of nine models in the EDMERI dataset.
| Metrics | GT | Ours | AIM | AWS | GBVS | ITTI | STB | Judd | SUN | Torralba | Average |
| AUC | 1.0000 | 0.8275 | 0.5610 | 0.6081 | 0.6748 | 0.6419 | 0.4723 | 0.7945 | 0.6449 | 0.6235 | 0.6498 | EMD | 0.0000 | 8.1524 | 13.4767 | 13.2513 | 12.3116 | 12.8744 | 17.9996 | 12.3079 | 12.4320 | 12.701 | 12.8341 | SS | 1.0000 | 0.1930 | 0.0853 | 0.0987 | 0.1066 | 0.1044 | 0.0055 | 0.1033 | 0.0932 | 0.0988 | 0.0991 |
|
|