Mammogram Classification on CBIS-DDSM (test)
87.5AUC
EffNetV2-M + ViM
Updated 4d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2026.04 | 87.5 | 89 | 95 | 94.2 | 90 | |
| 87.22 | 78.35 | 77.89 | 78.4 | - | ||
2026.04 | 86.1 | 87 | 94 | 93.3 | 89 | |
2025.12 | 85.97 | 76.84 | 76.35 | 76.28 | - | |
2026.04 | 85.5 | 86 | 94 | 92.8 | 88 | |
2026.04 | 84.8 | 85 | 93 | 92.1 | 87 | |
2026.04 | 84.2 | 84 | 93 | 91.5 | 86 | |
2025.12 | 83.98 | 75.13 | 75.03 | 75.74 | - | |
2021.01 | 83.13 | 90 | 86.24 | - | - | |
2026.04 | 83.1 | 83 | 92 | 90.8 | 85 | |
2026.04 | 82.5 | 82 | 92 | 90.3 | 84 | |
| 82.43 | 76.8 | 74.91 | 77.23 | - | ||
2026.04 | 81.9 | 81 | 91 | 89.8 | 83 | |
2021.01 | 81.87 | 86.98 | 82.57 | - | - | |
2026.04 | 81.2 | 80 | 90 | 89.1 | 82 | |
2025.12 | 80.95 | 75.07 | 73.31 | 74.95 | - | |
| 80.29 | 75.19 | 74.47 | 76.43 | - | ||
2025.12 | 80.23 | 73.44 | 72.94 | 74.15 | - | |
2025.12 | 80.12 | 72.27 | 73.22 | 73.15 | - | |
| 79.86 | 74.05 | 73.35 | 75.14 | - | ||
2021.01 | 79.64 | - | - | - | - | |
2026.04 | 79.5 | 78 | 89 | 87.2 | 80 | |
2025.12 | 79.16 | 72.24 | 71.96 | 74.29 | - | |
2025.12 | 77.81 | 73.72 | 70.93 | 72.16 | - | |
2025.12 | 77.44 | 72.74 | 70.7 | 70.88 | - | |
2025.03 | 76.1 | - | - | - | - | |
2025.03 | 75.2 | - | - | - | - | |
2021.01 | 75 | - | - | - | - | |
2025.03 | 70.2 | - | - | - | - | |
2025.03 | 69.7 | - | - | - | - | |
2025.03 | 66.4 | - | - | - | - | |
2025.03 | 61.1 | - | - | - | - | |
2025.03 | 56.9 | - | - | - | - | |
2025.03 | 56.6 | - | - | - | - | |
2021.01 | - | 86.9 | 88.9 | - | - |