Medical Image Classification on OrganSMNIST v2 (test)
68.4Balanced AccuracyGraph Coverage Selection
Evaluation results
| Method | Links | |
|---|---|---|
| Graph Coverage SelectionRatio=5%2026.06 | 68.4 | |
| HerdingRatio=5%2026.06 | 68.1 | |
| FacilityRatio=5%2026.06 | 67.7 | |
| RandomRatio=5%2026.06 | 66 | |
| EVARatio=5%2026.06 | 66 | |
| FPSRatio=5%2026.06 | 66 | |
| Graph Coverage SelectionRatio=2%2026.06 | 63.7 | |
| FacilityRatio=2%2026.06 | 63.3 | |
| HerdingRatio=2%2026.06 | 63.2 | |
| FPSRatio=2%2026.06 | 59.6 | |
| RandomRatio=2%2026.06 | 57.2 | |
| Forg.Ratio=5%2026.06 | 56.6 | |
| EVARatio=2%2026.06 | 52.3 | |
| EL2NRatio=5%2026.06 | 51.4 | |
| Forg.Ratio=2%2026.06 | 42.5 | |
| EL2NRatio=2%2026.06 | 39.5 |