WSI Classification on UniToPatho
78.2PrecisionReMix-DSMIL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ReMix-DSMILAugmentation Strategy=joint2022.07 | 78.2 | 80.94 | 80.68 | 79.94 | |
| ReMix-DSMILAugmentation Strategy=append2022.07 | 77.91 | 80.56 | 81.02 | 79.83 | |
| ReMix-DSMILAugmentation Strategy=covary2022.07 | 77.72 | 80.52 | 80.46 | 79.57 | |
| ReMix-DSMILAugmentation Strategy=interpolate2022.07 | 76.99 | 80.26 | 80 | 79.08 | |
| ReMix-DSMILAugmentation Strategy=replace2022.07 | 76.6 | 79.3 | 78.64 | 78.18 | |
| ReMix-DSMILAugmentation Strategy=no aug.2022.07 | 76.14 | 79.26 | 77.95 | 77.78 | |
| DSMILAugmentation Strategy=none (baseline)2022.07 | 72.92 | 79.41 | 76.36 | 76.23 | |
| ReMix-ABMILAugmentation Strategy=covary2022.07 | 72.32 | 76.71 | 71.02 | 73.35 | |
| ReMix-ABMILAugmentation Strategy=joint2022.07 | 72.13 | 76 | 70.91 | 73.01 | |
| ReMix-ABMILAugmentation Strategy=append2022.07 | 71.81 | 74.54 | 69.09 | 71.81 | |
| ReMix-ABMILAugmentation Strategy=interpolate2022.07 | 71.55 | 75.54 | 70.23 | 72.44 | |
| ReMix-ABMILAugmentation Strategy=replace2022.07 | 70.16 | 74.34 | 68.75 | 71.08 | |
| ReMix-ABMILAugmentation Strategy=no aug.2022.07 | 69.93 | 72.85 | 68.75 | 70.51 | |
| ABMILAugmentation Strategy=none (baseline)2022.07 | 56.18 | 58.5 | 60.11 | 58.26 |