Classification on CBIS-DDSM mass
0.739AUCPHResNet50
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PHResNet50Params=16M, Pretraining=Patches2022.04 | 0.739 | 75.352 | |
| PHResNet18Params=13M, Pretraining=Patches2022.04 | 0.737 | 74.882 | |
| Shared ResNetParams=12M, Pretraining=Patches2022.04 | 0.735 | 72.769 | |
| ResNet50Params=32M, Pretraining=Patches2022.04 | 0.724 | 73.474 | |
| Cross-view transformerParams=24M, Pretraining=Patches2022.04 | 0.724 | 71.596 | |
| MV-Swin-TParams=30M, Pretraining=Patches2022.04 | 0.721 | 70.789 | |
| ResNet18Params=26M, Pretraining=Patches2022.04 | 0.71 | 70.892 | |
| Breast-wise-modelParams=23M, Pretraining=Patches2022.04 | 0.705 | 69.484 | |
| DualNetParams=13M, Pretraining=Patches2022.04 | 0.705 | 69.719 | |
| Two-View EfficientNet-B0Params=86M, Pretraining=Patches2022.04 | 0.692 | 69.718 | |
| BRAIXMVCCLParams=27M, Pretraining=Patches2022.04 | 0.672 | 69.014 |