Image Classification on ImageNette 10 cls, 9.5k (test)
62.46AccuracyFedKT-CSD (DP)
Evaluation Results
| Method | Links | |
|---|---|---|
| FedKT-CSD (DP)Data Partitioning=Path.2026.07 | 62.46 | |
| FedKT-CSD (DP)Data Partitioning=α=0.12026.07 | 62.23 | |
| FedKT-CSD (DP)Data Partitioning=α=0.052026.07 | 61.98 | |
| FedSD2CData Partitioning=α=0.12026.07 | 57.24 | |
| FedSD2CData Partitioning=α=0.052026.07 | 48.36 | |
| DENSEData Partitioning=α=0.12026.07 | 42.17 | |
| CoBoostingData Partitioning=α=0.12026.07 | 39.36 | |
| FedSD2CData Partitioning=Path.2026.07 | 35.82 | |
| DENSEData Partitioning=α=0.052026.07 | 31.54 | |
| CoBoostingData Partitioning=α=0.052026.07 | 28.53 | |
| FedCVAEData Partitioning=α=0.12026.07 | 25.47 | |
| FedD3Data Partitioning=α=0.12026.07 | 24.18 | |
| DENSEData Partitioning=Path.2026.07 | 21.63 | |
| FedCVAEData Partitioning=α=0.052026.07 | 21.38 | |
| FedD3Data Partitioning=α=0.052026.07 | 20.65 | |
| CoBoostingData Partitioning=Path.2026.07 | 19.27 | |
| FedCVAEData Partitioning=Path.2026.07 | 17.52 | |
| FedD3Data Partitioning=Path.2026.07 | 16.83 |