Medical Image Classification on BloodMNIST (Balanced Accuracy)
93.4Balanced AccuracyGraph Coverage Selection
Evaluation results
| Method | Links | |
|---|---|---|
| Graph Coverage SelectionRatio=5%2026.06 | 93.4 | |
| HerdingRatio=5%2026.06 | 92.3 | |
| RandomRatio=5%2026.06 | 90.3 | |
| FPSRatio=5%2026.06 | 89 | |
| FacilityRatio=5%2026.06 | 88.2 | |
| EVARatio=5%2026.06 | 86.6 | |
| Graph Coverage SelectionRatio=2%2026.06 | 84.5 | |
| RandomRatio=2%2026.06 | 83.2 | |
| HerdingRatio=2%2026.06 | 83.1 | |
| FacilityRatio=2%2026.06 | 82.7 | |
| Forg.Ratio=5%2026.06 | 81.4 | |
| FPSRatio=2%2026.06 | 78.8 | |
| EVARatio=2%2026.06 | 75.9 | |
| EL2NRatio=5%2026.06 | 72.5 | |
| Forg.Ratio=2%2026.06 | 67.5 | |
| EL2NRatio=2%2026.06 | 48.3 |