Prostate Cancer Grade Assessment on PANDA (private leaderboard)
0.9414QWKPyramid Transformer MIL
Evaluation results
| Method | Links | |
|---|---|---|
| Pyramid Transformer MILensemble=102021.11 | 0.9414 | |
| First place - Panda kaggle challenge2021.11 | 0.9409 | |
| Second place - Panda kaggle challenge2021.11 | 0.9377 | |
| Pyramid Transformer MILPseudo-labels=true2021.11 | 0.9365 | |
| Third place - Panda kaggle challenge2021.11 | 0.9348 | |
| Transformer MILPseudo-labels=true2021.11 | 0.9347 | |
| Pyramid Transformer MIL2021.11 | 0.932 | |
| Attention MILPseudo-labels=true2021.11 | 0.9304 | |
| Transformer MIL2021.11 | 0.93 | |
| Attention MIL2021.11 | 0.915 | |
| Gated attention MIL2021.11 | 0.914 | |
| Max MIL2021.11 | 0.868 |