Cancer Classification on TCGA-BRCA
98.3Accuracy
ABMIL
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2023.07 | 98.3 | 97.3 | 97.3 | - | - | - | - | |
2023.07 | 98.3 | 98.8 | 99.5 | - | - | - | - | |
2023.07 | 98.2 | 96.2 | 98.4 | - | - | - | - | |
2023.07 | 98 | 97.9 | 97.6 | - | - | - | - | |
2024.07 | 96.3 | 97 | - | 93.7 | 90.6 | 97.8 | - | |
2023.07 | 95.8 | 96.1 | 93 | - | - | - | - | |
2026.05 | 95.68 | 98.38 | - | - | - | - | - | |
2023.07 | 95.6 | 98.7 | 93.3 | - | - | - | - | |
2024.07 | 95.06 | 95.8 | - | 91.4 | 87.5 | 97.1 | - | |
2024.07 | 95.06 | 97 | - | 91.4 | 87.5 | 97.1 | - | |
2026.05 | 94.9 | 97.55 | - | - | - | - | - | |
2026.05 | 94.65 | 97.69 | - | - | - | - | - | |
2026.05 | 94.55 | 96.21 | - | - | - | - | - | |
2026.05 | 94.55 | 97.24 | - | - | - | - | - | |
2023.07 | 94.5 | 94.7 | 93.7 | - | - | - | - | |
2026.05 | 94.2 | 97.5 | - | 91.5 | - | - | - | |
2026.05 | 94.14 | 97.27 | - | - | - | - | - | |
2026.05 | 94.09 | 97.77 | - | - | - | - | - | |
2026.05 | 94.09 | 97.87 | - | - | - | - | - | |
2024.07 | 93.83 | 94.9 | - | 88.8 | 84.4 | 96.4 | - | |
2026.05 | 93.5 | 96.4 | - | 90.1 | - | - | - | |
2025.12 | 93.35 | 94.83 | - | 84.19 | - | - | - | |
2026.05 | 93.14 | 98.14 | - | - | - | - | - | |
2026.05 | 93.1 | 95.25 | - | 89.5 | - | - | - | |
2026.05 | 93.1 | 96.58 | - | 89.5 | - | - | - | |
2025.12 | 93.05 | 93.43 | - | 82.63 | - | - | - | |
2025.12 | 93.04 | 94.39 | - | 82.99 | - | - | - | |
2024.07 | 92.59 | 94.5 | - | 87.7 | 86 | 89.9 | - | |
2025.12 | 92.51 | 93.95 | - | 82.6 | - | - | - | |
2026.05 | 92.5 | 96.05 | - | 90.1 | - | - | - | |
2026.05 | 92.5 | 96.45 | - | 88.5 | - | - | - | |
2025.12 | 91.91 | 94.78 | - | 82.32 | - | - | - | |
2025.12 | 91.81 | 91.85 | - | 79.27 | - | - | - | |
2025.12 | 91.81 | 93.21 | - | 80.49 | - | - | - | |
2026.05 | 91.5 | 96.85 | - | 90.85 | - | - | - | |
2024.07 | 91.36 | 94.2 | - | 84.4 | 80.5 | 91.2 | - | |
2025.12 | 91.31 | 93.88 | - | 80.26 | - | - | - | |
2026.06 | 90.7 | 92.3 | - | - | - | - | 4 | |
2025.12 | 90.38 | 91.14 | - | 77.68 | - | - | - | |
2024.07 | 90.12 | 92.6 | - | 81.7 | 77.3 | 90 | - | |
2026.06 | 89.8 | 91.9 | - | - | - | - | 46 | |
2025.12 | 89.77 | 89.54 | - | 75.58 | - | - | - | |
2026.06 | 89.6 | 91.8 | - | - | - | - | 49 | |
2026.05 | 89.5 | 96.05 | - | 89.5 | - | - | - | |
2025.12 | 89.25 | 89.44 | - | 74.54 | - | - | - | |
2026.05 | 89.1 | 96.22 | - | 91.1 | - | - | - | |
2024.07 | 88.89 | 93.2 | - | 78.7 | 88.8 | 74.2 | - | |
2024.02 | 88.82 | 93.8 | - | 84.55 | - | - | - | |
2026.06 | 88.6 | 92.2 | - | - | - | - | 9 | |
2026.06 | 88.5 | 91.6 | - | - | - | - | 49 | |
2026.06 | 88.5 | 91.1 | - | - | - | - | 49 | |
2024.02 | 88.33 | 93.17 | - | 83.7 | - | - | - | |
2026.06 | 88.3 | 91.1 | - | - | - | - | 49 | |
2026.06 | 88.2 | 92.1 | - | - | - | - | 49 | |
2025.12 | 88.13 | 90.56 | - | 73.13 | - | - | - | |
2025.12 | 87.61 | 88.89 | - | 70.64 | - | - | - | |
2024.02 | 87.57 | 91.71 | - | 82.78 | - | - | - | |
2026.06 | 87.5 | 91.1 | - | - | - | - | 49 | |
2024.02 | 87.25 | 91.8 | - | 82.18 | - | - | - | |
2024.02 | 87.2 | 91.58 | - | 82.41 | - | - | - | |
2024.02 | 87.07 | 93.17 | - | 82.48 | - | - | - | |
2026.06 | 86.9 | 91.6 | - | - | - | - | 49 | |
2025.12 | 86.8 | 89.29 | - | 71.26 | - | - | - | |
2024.02 | 86.73 | 92.36 | - | 82.43 | - | - | - | |
2024.02 | 86.7 | 92.16 | - | 81.91 | - | - | - | |
2024.02 | 86.42 | 92.16 | - | 81.77 | - | - | - | |
2024.02 | 86.41 | 91.1 | - | 81.64 | - | - | - | |
2024.02 | 85.92 | 91.43 | - | 81.09 | - | - | - | |
2024.02 | 85.83 | 92.17 | - | 81.12 | - | - | - | |
2024.02 | 85.45 | 91.73 | - | 80.6 | - | - | - | |
2026.06 | 85.2 | 86.5 | - | - | - | - | 49 | |
2024.02 | 85.17 | 91.67 | - | 80.37 | - | - | - | |
2025.12 | 84.86 | 89.43 | - | 68.64 | - | - | - | |
2024.02 | 84.68 | 90.8 | - | 79.86 | - | - | - | |
2024.02 | 84.19 | 91.01 | - | 79.45 | - | - | - | |
2025.12 | 82.19 | 85.32 | - | 64.39 | - | - | - | |
2026.04 | 80.7 | - | - | - | - | - | - | |
2026.04 | 80.4 | - | - | - | - | - | - | |
2026.04 | 80.4 | - | - | - | - | - | - | |
2026.04 | 79.6 | - | - | - | - | - | - | |
2026.04 | 79.5 | - | - | - | - | - | - | |
2026.04 | 79.3 | - | - | - | - | - | - | |
2026.04 | 78.6 | - | - | - | - | - | - | |
2026.04 | 77.7 | - | - | - | - | - | - | |
2026.04 | 76.8 | - | - | - | - | - | - | |
2026.04 | 76.4 | - | - | - | - | - | - | |
2026.04 | 75 | - | - | - | - | - | - | |
2026.04 | 74.5 | - | - | - | - | - | - | |
2026.04 | 73.7 | - | - | - | - | - | - | |
2026.04 | 70.1 | - | - | - | - | - | - | |
2026.04 | 66.8 | - | - | - | - | - | - | |
2026.04 | 62.5 | - | - | - | - | - | - | |
2026.04 | 62.1 | - | - | - | - | - | - | |
2026.04 | 61 | - | - | - | - | - | - |