Esophageal Varices Grading on Esophageal Varices (EV) Dataset (val)
93.7Accuracy (>=G1)+ORI
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| +ORIInput=Multi-organ, Module=ORI2025.12 | 93.7 | 0.974 | 76.1 | 0.825 | 80.3 | 0.854 | 58.9 | 63.4 | |
| +DCCAInput=Multi-organ, Module=DCCA2025.12 | 93.7 | 0.959 | 80.3 | 0.856 | 76.5 | 0.856 | 60.3 | 63.5 | |
| +CLIP (img+text)Input=Multi-organ, Module=CLIP, Modality=Image + Text2025.12 | 92.8 | 0.962 | 82 | 0.9 | 91.2 | 0.959 | 69.8 | 76.1 | |
| +CLIP (img)Input=Multi-organ, Module=CLIP, Modality=Image2025.12 | 92 | 0.952 | 81.2 | 0.891 | 89.1 | 0.923 | 65.3 | 70.2 | |
| +Multi-OrgansInput=Multi-organ2025.12 | 91.6 | 0.968 | 77.8 | 0.824 | 76.9 | 0.845 | 57.7 | 60.9 | |
| Single-Organ (eso.)Input=Single-organ (esophagus)2025.12 | 85.3 | 0.836 | 74.5 | 0.829 | 77 | 0.865 | 49 | 53.7 |