Image Classification on MNIST non-IID (4 classes/client) (test)
99AccuracyNone
Evaluation results
| Method | Links | |
|---|---|---|
| NoneCompressor=None2025.12 | 99 | |
| DirectCompressor=Top-k, Param=k=10%2025.12 | 99 | |
| CAFeCompressor=Top-k, Param=k=10%2025.12 | 99 | |
| CAFeCompressor=Top-k, Param=k=1%2025.12 | 98.9 | |
| CAFeCompressor=Top-1% + Quantizer, Param=6 bits2025.12 | 98.9 | |
| CAFeCompressor=Low-rank, Param=rank=32025.12 | 98.8 | |
| DirectCompressor=Top-k, Param=k=1%2025.12 | 98.7 | |
| DirectCompressor=Top-1% + Quantizer, Param=6 bits2025.12 | 98.7 | |
| CAFeCompressor=Rank-1 + Quantizer, Param=3 bits2025.12 | 98.6 | |
| DirectCompressor=Low-rank, Param=rank=32025.12 | 98.4 | |
| CAFeCompressor=Top-k, Param=k=0.1%2025.12 | 98.1 | |
| DirectCompressor=Top-k, Param=k=0.1%2025.12 | 97.6 | |
| DirectCompressor=Rank-1 + Quantizer, Param=3 bits2025.12 | 97.3 |