Fine-grained classification on Gastric endoscopic biopsy slides
68.68AccuracyHiClass
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiClassTask=Hierarchical2026.02 | 68.68 | 52.2 | |
| CLAM-MBTask=Hierarchical2026.02 | 68.47 | 48.67 | |
| S4MILTask=Hierarchical2026.02 | 68.47 | 48.8 | |
| S4MILTask=Fine-grained2026.02 | 68.25 | 43.2 | |
| CLAM-MBTask=Fine-grained2026.02 | 67.6 | 50.46 | |
| Chang et al.Task=Hierarchical2026.02 | 67.39 | 48.71 | |
| CLAM-SBTask=Fine-grained2026.02 | 67.17 | 46.5 | |
| CLAM-SBTask=Hierarchical2026.02 | 66.52 | 48.39 | |
| MeanMILTask=Fine-grained2026.02 | 66.31 | 43.24 | |
| MeanMILTask=Hierarchical2026.02 | 65.87 | 41.35 | |
| MaxMILTask=Fine-grained2026.02 | 65.23 | 45.2 | |
| MaxMILTask=Hierarchical2026.02 | 61.99 | 40.26 | |
| TransMILTask=Hierarchical2026.02 | 61.77 | 36.04 | |
| TransMILTask=Fine-grained2026.02 | 61.34 | 33.92 |