Medical Image Classification on PIFIR
81AccuracyRADS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RADSBudget=5 samples, Source dataset=CHIFIR2026.04 | 81 | 87.1 | 87.1 | 87.1 | 83.3 | |
| TAGCOSBudget=5 samples, Source dataset=CHIFIR2026.04 | 76.2 | 84.4 | 81.8 | 87.1 | 73 | |
| BatchBALDBudget=5 samples, Source dataset=CHIFIR2026.04 | 73.8 | 84.9 | 73.8 | 100 | 78.3 | |
| RandomBudget=5 samples, Source dataset=CHIFIR2026.04 | 59.5 | 63.9 | 88.5 | 56.1 | 81.3 | |
| DiversityBudget=5 samples, Source dataset=CHIFIR2026.04 | 59.5 | 63.8 | 93.8 | 48.4 | 80.9 | |
| LM-DPPBudget=5 samples, Source dataset=CHIFIR2026.04 | 57.1 | 60.9 | 93.3 | 45.2 | 83.9 | |
| UncertaintyBudget=5 samples, Source dataset=CHIFIR2026.04 | 52.4 | 54.5 | 92.3 | 38.7 | 83 |