Diagnostic classification on High-risk patient (test)
85.41AccuracyHSQformer-B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HSQformer-Bvariant=base2025.02 | 85.41 | 87.62 | 94.09 | 90.69 | 88.32 | |
| HSQformer-Lvariant=large2025.02 | 85.38 | 87.05 | 94.79 | 90.73 | 88.23 | |
| HSQformer-Svariant=small2025.02 | 84.44 | 86.5 | 94.12 | 90.13 | 86.64 | |
| senior 2expertise_level=senior radiologist2025.02 | 82.77 | 90.94 | 85.72 | 88.25 | 79.7 | |
| senior 3expertise_level=senior radiologist2025.02 | 80.41 | 89.63 | 83.75 | 86.59 | 76.9 | |
| junior 1expertise_level=junior radiologist2025.02 | 79.61 | 86.64 | 86.32 | 86.48 | 72.6 | |
| senior averageexpertise_level=senior radiologist average2025.02 | 79.41 | 91.76 | 80.12 | 85.31 | 78.67 | |
| all doctorsexpertise_level=all radiologists average2025.02 | 78.95 | 88.62 | 83.23 | 85.59 | 74.45 | |
| junior 3expertise_level=junior radiologist2025.02 | 78.66 | 86.8 | 84.81 | 85.79 | 72 | |
| junior averageexpertise_level=junior radiologist average2025.02 | 78.5 | 85.47 | 86.34 | 85.87 | 70.23 | |
| junior 2expertise_level=junior radiologist2025.02 | 77.22 | 82.97 | 87.88 | 85.35 | 66.1 | |
| senior 1expertise_level=senior radiologist2025.02 | 75.04 | 94.72 | 70.89 | 81.09 | 79.4 |