Coarse-grained classification on Gastric endoscopic biopsy slides
85.1AccuracyHiClass
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiClassTask=Hierarchical2026.02 | 85.1 | 86.1 | |
| CLAM-SBTask=Coarse-grained2026.02 | 84.88 | 85.65 | |
| S4MILTask=Coarse-grained2026.02 | 84.23 | 84.96 | |
| Chang et al.Task=Hierarchical2026.02 | 83.8 | 84.75 | |
| S4MILTask=Hierarchical2026.02 | 83.59 | 84.54 | |
| MeanMILTask=Hierarchical2026.02 | 83.15 | 84.07 | |
| CLAM-MBTask=Coarse-grained2026.02 | 82.94 | 83.85 | |
| CLAM-MBTask=Hierarchical2026.02 | 82.94 | 84.19 | |
| CLAM-SBTask=Hierarchical2026.02 | 82.51 | 83.48 | |
| MeanMILTask=Coarse-grained2026.02 | 82.07 | 82.92 | |
| TransMILTask=Coarse-grained2026.02 | 81.21 | 81.7 | |
| MaxMILTask=Coarse-grained2026.02 | 80.99 | 81.85 | |
| TransMILTask=Hierarchical2026.02 | 79.7 | 80.55 | |
| MaxMILTask=Hierarchical2026.02 | 78.19 | 79.18 |