Binary classification on in-house MRI dataset (test)
53FPR @0 FNALM + S-FL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ALM + S-FL2021.02 | 53 | 26 | — | 84.2 | |
| ALM + BCE2021.02 | 54 | 38 | — | 85.4 | |
| W-BCE2021.02 | 56 | 42 | — | 80.5 | |
| ALM + W-BCE2021.02 | 59 | 40 | — | 81.4 | |
| ALM + LDAM2021.02 | 59 | 53 | — | 77 | |
| MBAUC2021.02 | 61.2 | 33 | — | 82.4 | |
| ALM + A-FL2021.02 | 62 | 46 | — | 81.5 | |
| A-FL2021.02 | 66 | 38 | — | 80.1 | |
| ALM + A-ML2021.02 | 72 | 53 | — | 76.4 | |
| S-FL2021.02 | 77 | 38 | — | 80.3 | |
| A-ML2021.02 | 77 | 73 | — | 74.2 | |
| BCE2021.02 | 80 | 80 | — | 70.9 | |
| S-ML2021.02 | 81 | 77 | — | 71.5 | |
| ALM + S-ML2021.02 | 81 | 33 | — | 80.3 | |
| ALM + CB-BCE2021.02 | 86 | 34 | — | 79.5 | |
| CB-BCE2021.02 | 100 | 34 | — | 77.7 | |
| LDAM2021.02 | 100 | 75 | — | 66.4 |