Medical Image Classification on Real (last five rounds average)
55.12BACCFedIIC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedIICBackbone=EfficientNet-B02022.06 | 55.12 | 51.57 | 51.67 | |
| CREFFYear=IJCAI'22, Backbone=EfficientNet-B02022.06 | 51.13 | 48.56 | 49.46 | |
| PRR-ImbYear=TMI'22, Backbone=EfficientNet-B02022.06 | 50.49 | 47.6 | 47.48 | |
| FedLCYear=ICML'22, Backbone=EfficientNet-B02022.06 | 46.73 | 45.88 | 45.6 | |
| CLIMBYear=ICLR'22, Backbone=EfficientNet-B02022.06 | 46.07 | 45.91 | 45.86 | |
| FedProxYear=MLSys'20, Backbone=EfficientNet-B02022.06 | 45.61 | 44.9 | 44.89 | |
| FedRSYear=KDD'21, Backbone=EfficientNet-B02022.06 | 45.23 | 44.5 | 44.46 | |
| FedAvgYear=AISTATS'17, Backbone=EfficientNet-B02022.06 | 45.21 | 44.47 | 44.57 | |
| MOONYear=CVPR'21, Backbone=EfficientNet-B02022.06 | 44.4 | 43.28 | 43.68 | |
| FedFocalYear=IJCAI'20, Backbone=EfficientNet-B02022.06 | 44 | 43.31 | 42.96 | |
| FedProcYear=FGCS'23, Backbone=EfficientNet-B02022.06 | 38.83 | 37.98 | 39.36 |