Prostate Cancer Grading on PANDA (test)
81.98AccuracyDTMf-MIL
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DTMf-MILBackbone=UNI2026.06 | 81.98 | — | — | — | — | — | — | — | — | — | 81.84 | 76.96 | |
| ILRABackbone=UNI2026.06 | 81.24 | — | — | — | — | — | — | — | — | — | 81.24 | 76.01 | |
| TransMILBackbone=UNI2026.06 | 80.59 | — | — | — | — | — | — | — | — | — | 80.3 | 75.42 | |
| DS-MILBackbone=UNI2026.06 | 80.36 | — | — | — | — | — | — | — | — | — | 80.58 | 76.12 | |
| DTMf-MILBackbone=CONCH2026.06 | 80.24 | — | — | — | — | — | — | — | — | — | 80.21 | 74.84 | |
| ABMILBackbone=UNI2026.06 | 80.01 | — | — | — | — | — | — | — | — | — | 79.72 | 74.76 | |
| ILRABackbone=CONCH2026.06 | 79.2 | — | — | — | — | — | — | — | — | — | 79.31 | 71.33 | |
| DS-MILBackbone=CONCH2026.06 | 78.81 | — | — | — | — | — | — | — | — | — | 78.76 | 72.9 | |
| RRT-MILBackbone=CONCH2026.06 | 78.7 | — | — | — | — | — | — | — | — | — | 78.85 | 74.08 | |
| ABMILBackbone=CONCH2026.06 | 77.5 | — | — | — | — | — | — | — | — | — | 77.73 | 72.18 | |
| TransMILBackbone=CONCH2026.06 | 76.88 | — | — | — | — | — | — | — | — | — | 76.58 | 71.58 | |
| RRT-MILBackbone=UNI2026.06 | 75.72 | — | — | — | — | — | — | — | — | — | 74.25 | 70.9 | |
| AtlasPatchTool=atlaspatch, avg patches per wsi=143.8072026.02 | 73.5 | 68.9 | 69.2 | 73.2 | 92.7 | 93.6 | 70.2 | 73.6 | 68.9 | 73.5 | — | — | |
| hestTool=hest, avg patches per wsi=175.7292026.02 | 73.3 | 68.6 | 68.8 | 73 | 92.7 | 93.6 | 69.9 | 73.3 | 68.6 | 73.3 | — | — | |
| grandqcTool=grandqc, avg patches per wsi=201.4712026.02 | 73.1 | 68.5 | 68.7 | 72.9 | 92.7 | 93.6 | 69.8 | 73.4 | 68.5 | 73.1 | — | — |