Image Classification on LungHist700
91.71AccuracyFMCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FMCLK-Selection=Auto-K2026.04 | 91.71 | 90.94 | 96.51 | |
| FMCL2026.04 | 90.97 | 90.01 | 96.27 | |
| FMCLOverlap=No Overlap2026.04 | 87.65 | 84.48 | 94.92 | |
| FECFLMode=Foundation Model (FM)2026.04 | 81.09 | 81.06 | 91.04 | |
| PACFLMode=Foundation Model (FM)2026.04 | 65.07 | 62.8 | 82.34 | |
| FECFL2026.04 | 53.45 | 42.4 | 75.9 | |
| PACFL2026.04 | 51.51 | 38.25 | 74.46 | |
| CFL2026.04 | 48.66 | 32.42 | 73.96 | |
| FedAvg2026.04 | 48.38 | 32.03 | 73.88 | |
| FedProx2026.04 | 48.1 | 32.81 | 74.72 |