Medical Image Classification on CHIFIR
94.2AccuracyUncertainty
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| UncertaintyBudget=5 samples2026.04 | 94.2 | 82.4 | 77.8 | 87.5 | 97.7 | |
| DiversityBudget=5 samples2026.04 | 94.2 | 80 | 85.7 | 75 | 97.4 | |
| TAGCOSBudget=5 samples2026.04 | 94.2 | 82.4 | 77.8 | 87.5 | 97.2 | |
| RandomBudget=5 samples2026.04 | 92.7 | 74.6 | 80.5 | 70 | 93.8 | |
| RADSBudget=5 samples2026.04 | 92.3 | 75 | 75 | 75 | 97.7 | |
| LM-DPPBudget=5 samples2026.04 | 90.4 | 61.5 | 80 | 50 | 97.7 | |
| BatchBALDBudget=5 samples2026.04 | 88.5 | 50 | 75 | 37.5 | 94.6 |