Image Classification on Imagenette (Acc, F1, AUC)
83.1AccuracyFMCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FMCLK-Selection=Auto-K2026.04 | 83.1 | 82.82 | 97.58 | |
| FMCL2026.04 | 73.23 | 72.93 | 95.78 | |
| FMCLOverlap=No Overlap2026.04 | 71.48 | 70.47 | 95.26 | |
| FECFLMode=Foundation Model (FM)2026.04 | 69.99 | 68.55 | 94.37 | |
| PACFLMode=Foundation Model (FM)2026.04 | 68.38 | 68 | 94.23 | |
| PACFL2026.04 | 64.79 | 63.44 | 93 | |
| FedAvg2026.04 | 57.62 | 55.61 | 91 | |
| CFL2026.04 | 56.79 | 54.49 | 90.8 | |
| FedProx2026.04 | 55.84 | 53.24 | 90.54 | |
| FECFL2026.04 | 54.91 | 54.22 | 89.22 |