Medical Image Classification on MIMIC Car γ = 0
2.31S+ MetricERM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ERMShift Strength (γ)=0, Age Bins=10-year2026.05 | 2.31 | 3.58 | 32.21 | |
| ReSampledShift Strength (γ)=0, Age Bins=10-year2026.05 | 2 | 3.4 | 30.9 | |
| JTTShift Strength (γ)=0, Age Bins=10-year2026.05 | 1.42 | 2.92 | 24.23 | |
| AdvShift Strength (γ)=0, Age Bins=10-year2026.05 | 1.31 | 2.62 | 21.73 | |
| GDROShift Strength (γ)=0, Age Bins=10-year2026.05 | 1.01 | 2.84 | 21.26 | |
| Sample-Difficulty DecorrelationShift Strength (γ)=0, Age Bins=10-year2026.05 | 0.84 | 2.42 | 17.69 |