WSI Classification on Camelyon16
96.51PrecisionReMix-DSMIL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ReMix-DSMILAugmentation Strategy=covary2022.07 | 96.51 | 93.88 | 95.35 | 95.25 | |
| ReMix-DSMILAugmentation Strategy=append2022.07 | 96.39 | 94.1 | 95.43 | 95.31 | |
| ReMix-DSMILAugmentation Strategy=interpolate2022.07 | 96.39 | 93.96 | 95.35 | 95.23 | |
| ReMix-DSMILAugmentation Strategy=joint2022.07 | 96.18 | 93.97 | 95.27 | 95.14 | |
| ReMix-DSMILAugmentation Strategy=no aug.2022.07 | 95.68 | 93.44 | 94.8 | 94.64 | |
| ReMix-DSMILAugmentation Strategy=replace2022.07 | 95.33 | 93.44 | 94.65 | 94.47 | |
| ReMix-ABMILAugmentation Strategy=covary2022.07 | 94.75 | 93.55 | 94.49 | 94.26 | |
| ReMix-ABMILAugmentation Strategy=joint2022.07 | 94.69 | 93.45 | 94.42 | 94.18 | |
| ReMix-ABMILAugmentation Strategy=interpolate2022.07 | 94.65 | 93.49 | 94.42 | 94.19 | |
| ReMix-ABMILAugmentation Strategy=replace2022.07 | 94.6 | 93.52 | 94.42 | 94.18 | |
| ReMix-ABMILAugmentation Strategy=append2022.07 | 94.59 | 93.38 | 94.34 | 94.1 | |
| DSMILAugmentation Strategy=none (baseline)2022.07 | 94.37 | 93.39 | 94.11 | 93.96 | |
| ReMix-ABMILAugmentation Strategy=no aug.2022.07 | 93.97 | 93.15 | 93.95 | 93.69 | |
| ABMILAugmentation Strategy=none (baseline)2022.07 | 92.47 | 92.79 | 93.02 | 92.76 |