Classification on PDAC
92.31AccuracyS3R-BR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| S3R-BRBackbone=ResNet182022.09 | 92.31 | 1.1 | |
| S3R-CRBackbone=ResNet182022.09 | 91.21 | 2.23 | |
| S3R-CRBackbone=ResNet502022.09 | 91.21 | 1.68 | |
| S3R-BRBackbone=ResNet502022.09 | 90.11 | 1.27 | |
| SimSiamBackbone=ResNet50, Number of bands=40 bands2022.09 | 87.91 | 1.27 | |
| BYOLBackbone=ResNet50, Number of bands=3 bands2022.09 | 86.81 | 2.28 | |
| SimSiamBackbone=ResNet18, Number of bands=3 bands2022.09 | 86.81 | 1.1 | |
| SimSiamBackbone=ResNet50, Number of bands=3 bands2022.09 | 86.81 | 1.68 | |
| IN1K pre-trainedBackbone=ResNet502022.09 | 85.71 | 1.68 | |
| BYOLBackbone=ResNet50, Number of bands=40 bands2022.09 | 85.71 | 1.68 | |
| SimSiamBackbone=ResNet18, Number of bands=40 bands2022.09 | 85.71 | 1.67 | |
| IN1K pre-trainedBackbone=ResNet182022.09 | 83.52 | 1.68 | |
| BYOLBackbone=ResNet18, Number of bands=40 bands2022.09 | 83.52 | 1.68 | |
| MHSIMBackbone=ResNet502022.09 | 83.52 | 0.64 | |
| BYOLBackbone=ResNet18, Number of bands=3 bands2022.09 | 82.42 | 1.68 | |
| MHSIMBackbone=ResNet182022.09 | 81.32 | 1.1 | |
| ScratchBackbone=ResNet502022.09 | 80.22 | 1.1 | |
| SSADBackbone=ResNet182022.09 | 80.22 | 2.29 | |
| SSADBackbone=ResNet502022.09 | 80.22 | 2.2 | |
| Conv-DeconvBackbone=ResNet502022.09 | 80.22 | 1.68 | |
| Conv-DeconvBackbone=ResNet182022.09 | 79.12 | 1.68 | |
| ScratchBackbone=ResNet182022.09 | 78.02 | 2.28 |