RANO classification on LUMIERE (5-fold)
61.6Macro F1Amato et al.
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Amato et al.Accuracy Type=Balanced acc., Interpretable=false2026.06 | 61.6 | 32.2 | |
| Matoso et al. (+ Radiomic Features)Accuracy Type=Balanced acc., Interpretable=false2026.06 | 50.5 | 47 | |
| Tikhonov et al.Accuracy Type=Accuracy, Interpretable=false2026.06 | 50 | 72 | |
| TraceAccuracy Type=Weighted acc., Interpretable=true2026.06 | 47.7 | 54.5 | |
| Rule-based RANO oracle (GT concepts)Accuracy Type=Accuracy, Interpretable=true2026.06 | 34.6 | 60.1 | |
| DCBM BaselineAccuracy Type=Balanced acc., Interpretable=true2026.06 | 25.4 | 31.3 | |
| Rule-based RANO oracle (predicted concepts)Accuracy Type=Accuracy, Interpretable=true2026.06 | 23.8 | 64.5 |