Four-view mammography classification on INbreast (test)
0.814AUCPHYSEnet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PHYSEnetParams=20M, Fine-tuning protocol=Patches then whole CBIS-DDSM images2022.04 | 0.814 | 82 | |
| PHYSEnetParams=20M, Pre-training strategy=CBIS-DDSM patches2022.04 | 0.798 | 77.333 | |
| SEnetParams=41M, Fine-tuning protocol=Patches then whole CBIS-DDSM images2022.04 | 0.796 | 79.333 | |
| SEnetParams=41M, Pre-training strategy=CBIS-DDSM patches2022.04 | 0.786 | 73.333 | |
| Multi-view Swin-TParams=37M, Pre-training strategy=CBIS-DDSM patches2022.04 | 0.772 | 75.593 | |
| View-wise-modelParams=24M, Pre-training strategy=CBIS-DDSM patches2022.04 | 0.768 | 75.333 | |
| PHYBOnetParams=7M, Pre-training strategy=CBIS-DDSM patches2022.04 | 0.764 | 70 | |
| ResNet50+CvAMParams=27M, Pre-training strategy=CBIS-DDSM patches2022.04 | 0.757 | 75.109 | |
| BOnetParams=27M, Pre-training strategy=CBIS-DDSM patches2022.04 | 0.756 | 70 | |
| Breast-wise-modelParams=24M, Pre-training strategy=CBIS-DDSM patches2022.04 | 0.734 | 72.667 |