Whole Slide Image Classification on TCGA-RCC (test)
98.82AUC
TransMIL
Updated 1mo ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2021.06 | 98.82 | 94.66 | - | |
2021.06 | 98.79 | 93.78 | - | |
2022.06 | 98.6 | 91.1 | - | |
2025.05 | 98.6 | 90.71 | 89.11 | |
2025.05 | 98.6 | 91.21 | 89.31 | |
2025.05 | 98.6 | 91.62 | 89.83 | |
2021.06 | 98.41 | 92.94 | - | |
2024.03 | 98.4 | 92.4 | - | |
2025.05 | 98.4 | 90.9 | 89.31 | |
2022.06 | 98.3 | 91.5 | - | |
2022.06 | 98.3 | 91.5 | - | |
2025.05 | 98.3 | 91.12 | 89.12 | |
2025.05 | 98.3 | 88.82 | 86.92 | |
2025.05 | 98.21 | 90.51 | 88.72 | |
2025.05 | 98.2 | 90.61 | 89.02 | |
2025.05 | 98.11 | 88.92 | 86.72 | |
2024.03 | 98.1 | 89.7 | - | |
2025.05 | 98.1 | 89.62 | 87.62 | |
2022.06 | 98 | 91.8 | - | |
2024.03 | 98 | 88.5 | - | |
2021.06 | 97.99 | 89.66 | - | |
2024.03 | 97.9 | 89.9 | - | |
2025.05 | 97.9 | 88.43 | 86.53 | |
2025.05 | 97.9 | 89.11 | 86.72 | |
2025.05 | 97.9 | 89.32 | 87.42 | |
2021.06 | 97.86 | 90.54 | - | |
2022.06 | 97.8 | 87.8 | - | |
2025.05 | 97.8 | 88.32 | 86.43 | |
2025.05 | 97.8 | 87.81 | 86.31 | |
2025.05 | 97.8 | 88.92 | 86.54 | |
2025.08 | 97.78 | 91.74 | - | |
2025.05 | 97.72 | 89.52 | 87.22 | |
2024.03 | 97.7 | 87.7 | - | |
2024.03 | 97.7 | 90.2 | - | |
2024.03 | 97.7 | 91.4 | - | |
2025.05 | 97.7 | 90.31 | 88.02 | |
2025.05 | 97.61 | 87.91 | 85.13 | |
2024.03 | 97.6 | 89.2 | - | |
2025.08 | 97.45 | 90.02 | - | |
2025.08 | 97.42 | 89.39 | - | |
2025.05 | 97.41 | 87.92 | 85.53 | |
2022.06 | 97.4 | 90.2 | - | |
2021.06 | 97.23 | 88.16 | - | |
2024.03 | 97.1 | 86.8 | - | |
2021.06 | 97.02 | 89.34 | - | |
2025.05 | 97.01 | 87.42 | 84.03 | |
2025.05 | 97.01 | 86.93 | 85.23 | |
2021.06 | 97 | 90.59 | - | |
2025.05 | 96.91 | 86.52 | 83.92 | |
2025.05 | 96.8 | 88.01 | 86.22 | |
2025.05 | 96.71 | 86.12 | 82.52 | |
2025.05 | 96.71 | 88.72 | 86.82 | |
2025.05 | 96.53 | 87.85 | 85.56 | |
2025.05 | 96.51 | 86.61 | 83.52 | |
2025.05 | 96.4 | 87.41 | 85.32 | |
2025.08 | 96.25 | 84.34 | - | |
2024.03 | 96.1 | 84 | - | |
2025.08 | 96.07 | 80.77 | - | |
2025.08 | 96.03 | 80.39 | - | |
2025.05 | 96.01 | 85.52 | 81.73 | |
2025.05 | 96.01 | 84.72 | 81.62 | |
2025.05 | 95.82 | 86.32 | 83.23 | |
2025.08 | 95.61 | 84.07 | - | |
2025.08 | 95.53 | 82.35 | - | |
2025.08 | 95.2 | 83.89 | - | |
2025.08 | 94.98 | 58.81 | - | |
2025.05 | 94.81 | 88.71 | 86.31 | |
2025.05 | 94.75 | 82.88 | 81.07 | |
2024.03 | 94.2 | 82.3 | - | |
2025.08 | 93.5 | 80.21 | - | |
2025.08 | 93.15 | 79.02 | - | |
2025.08 | 92.92 | 58.28 | - | |
2025.05 | 91.86 | 79.17 | 76.68 | |
2025.08 | 91.34 | 76.68 | - | |
2025.08 | 90.77 | 66.98 | - | |
2025.05 | 89.36 | 76.711 | 74.211 | |
2025.08 | 87.4 | 54.33 | - | |
2025.08 | 84.17 | 63.05 | - | |
2025.08 | 82.92 | 63.83 | - | |
2025.08 | 82.59 | 50.65 | - | |
2025.08 | 82.55 | 59.33 | - | |
2025.08 | 81.49 | 46.25 | - | |
2025.08 | 77.97 | 48.68 | - | |
2025.08 | 77.97 | 44.09 | - | |
2025.08 | 75.81 | 56.49 | - | |
2025.08 | 75.73 | 43.85 | - | |
2025.08 | 74.05 | 46.03 | - | |
2025.08 | 72.39 | 47.64 | - | |
2025.08 | 72.02 | 51.44 | - | |
2025.08 | 67.6 | 34.7 | - |