Histology Classification on BRACS
63.5AccuracyHistoCRF
Evaluation Results
| Method | Links | |
|---|---|---|
| HistoCRFSampling strategy=random, Annotation size (|A|)=100, Zero-shot (ZS)=false2026.01 | 63.5 | |
| LPSampling strategy=random, Annotation size (|A|)=50, Zero-shot (ZS)=false2026.01 | 62.5 | |
| HistoCRFSampling strategy=random, Annotation size (|A|)=50, Zero-shot (ZS)=false2026.01 | 57 | |
| LPSampling strategy=random, Annotation size (|A|)=25, Zero-shot (ZS)=false2026.01 | 53 | |
| HistoCRFSampling strategy=random, Annotation size (|A|)=25, Zero-shot (ZS)=false2026.01 | 52.7 | |
| HistoCRFSampling strategy=random, Annotation size (|A|)=10, Zero-shot (ZS)=false2026.01 | 50.4 | |
| HistoCRFSampling strategy=random, Annotation size (|A|)=5, Zero-shot (ZS)=false2026.01 | 48.2 | |
| HistoCRFSampling strategy=random, Annotation size (|A|)=0, Zero-shot (ZS)=false2026.01 | 47.2 | |
| LPSampling strategy=random, Annotation size (|A|)=10, Zero-shot (ZS)=false2026.01 | 44.5 | |
| LPSampling strategy=random, Annotation size (|A|)=5, Zero-shot (ZS)=false2026.01 | 36.2 | |
| HistoCRFSampling strategy=random, Zero-shot (ZS)=true2026.01 | 31.7 | |
| LPSampling strategy=random, Annotation size (|A|)=0, Zero-shot (ZS)=false2026.01 | 28.7 |