Histopathological classification on Osteosarcoma (Ost.) dataset
93.9AccuracyImages + Adjacency Complex XPHC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Images + Adjacency Complex XPHCFiltration Type=Images + Adjacency Complex XPHC2025.07 | 93.9 | 94.3 | 96.5 | 97.2 | |
| Images + Alpha Complex PHCFiltration Type=Images + Alpha Complex PHC2025.07 | 93.5 | 94.3 | 96.5 | 98 | |
| Alpha Complex PHCFiltration Type=Alpha Complex PHC2025.07 | 91.7 | 91.7 | 94.3 | 95.9 | |
| Adjacency Complex XPHCFiltration Type=Adjacency Complex XPHC2025.07 | 91.7 | 91.7 | 93.9 | 95.9 | |
| Images + Global Adjacency Complex XPHFiltration Type=Images + Global Adjacency Complex XPH2025.07 | 91.7 | 91.7 | 95.6 | 96.1 | |
| Grayscale Image DataFiltration Type=Grayscale Image Data2025.07 | 90.8 | 91.2 | 94.3 | 95.6 | |
| Global Adjacency Complex XPHFiltration Type=Global Adjacency Complex XPH2025.07 | 74.2 | 76 | 69.4 | 54.4 |