Medical Image Classification on BT (Brain Tumor) (test)
82.74AccuracyFACMIC
Evaluation results
| Method | Links | |
|---|---|---|
| FACMICalpha=0.32024.10 | 82.74 | |
| FACMICalpha=0.62024.10 | 82.23 | |
| FACMICpartition=iid2024.10 | 82.23 | |
| FACMICpartition=Average2024.10 | 82.23 | |
| FACMICalpha=0.92024.10 | 81.73 | |
| Centralizedpartition=Average2024.10 | 70.3 | |
| FedProxpartition=iid2024.10 | 70.05 | |
| MOONpartition=iid2024.10 | 69.29 | |
| FedCLIPalpha=0.32024.10 | 68.78 | |
| FedAVGpartition=iid2024.10 | 68.52 | |
| FedFocalalpha=0.92024.10 | 67.26 | |
| FedCLIPalpha=0.92024.10 | 67.26 | |
| MOONalpha=0.32024.10 | 67.25 | |
| FedCLIPpartition=Average2024.10 | 67.19 | |
| FedFocalalpha=0.32024.10 | 67 | |
| FedCLIPpartition=iid2024.10 | 66.5 | |
| FedAVGalpha=0.62024.10 | 66.49 | |
| MOONpartition=Average2024.10 | 66.49 | |
| FedProxpartition=Average2024.10 | 66.37 | |
| FedAVGpartition=Average2024.10 | 66.36 | |
| FedAVGalpha=0.32024.10 | 66.24 | |
| FedProxalpha=0.32024.10 | 66.24 | |
| FedCLIPalpha=0.62024.10 | 66.24 | |
| FedFocalpartition=Average2024.10 | 65.99 | |
| MOONalpha=0.92024.10 | 65.48 | |
| FedFocalalpha=0.62024.10 | 65.48 | |
| FedProxalpha=0.92024.10 | 65.23 | |
| FedAVGalpha=0.92024.10 | 64.21 | |
| FedFocalpartition=iid2024.10 | 64.21 | |
| MOONalpha=0.62024.10 | 63.96 | |
| FedProxalpha=0.62024.10 | 63.95 |