Image Classification on MNIST Decentralized, 2 m.n. (test)
96.11AccuracyKrum
Evaluation Results
| Method | Links | |
|---|---|---|
| KrumAttack=ALIE2024.09 | 96.11 | |
| Trimmed-MeanAttack=ALIE2024.09 | 95.78 | |
| WFAggAttack=LF2024.09 | 95.78 | |
| Alt-WFAggAttack=No attack2024.09 | 95.67 | |
| KrumAttack=Noise2024.09 | 95.56 | |
| ClusteringAttack=SF2024.09 | 95.56 | |
| ClusteringAttack=ALIE2024.09 | 95.56 | |
| WFAgg-EAttack=ALIE2024.09 | 95.56 | |
| WFAggAttack=SF2024.09 | 95.56 | |
| Trimmed-MeanAttack=No attack2024.09 | 95.44 | |
| ClusteringAttack=IPM-0.52024.09 | 95.44 | |
| WFAgg-CAttack=ALIE2024.09 | 95.44 | |
| Alt-WFAggAttack=IPM-0.52024.09 | 95.44 | |
| WFAggAttack=ALIE2024.09 | 95.44 | |
| Multi-KrumAttack=ALIE2024.09 | 95.33 | |
| Alt-WFAggAttack=ALIE2024.09 | 95.33 | |
| WFAggAttack=No attack2024.09 | 95.33 | |
| ClusteringAttack=IPM-1002024.09 | 95.22 | |
| WFAgg-DAttack=ALIE2024.09 | 95.22 | |
| WFAggAttack=IPM-0.52024.09 | 95.22 | |
| Multi-KrumAttack=LF2024.09 | 95.11 | |
| Multi-KrumAttack=IPM-1002024.09 | 95.11 | |
| WFAgg-CAttack=No attack2024.09 | 95.11 | |
| WFAgg-DAttack=No attack2024.09 | 95 | |
| WFAgg-CAttack=IPM-0.52024.09 | 95 | |
| MedianAttack=No attack2024.09 | 94.89 | |
| WFAgg-CAttack=LF2024.09 | 94.89 | |
| WFAggAttack=Noise2024.09 | 94.89 | |
| WFAgg-DAttack=Noise2024.09 | 94.78 | |
| WFAgg-DAttack=SF2024.09 | 94.78 | |
| WFAgg-EAttack=LF2024.09 | 94.78 | |
| WFAggAttack=IPM-1002024.09 | 94.78 | |
| WFAgg-DAttack=LF2024.09 | 94.67 | |
| WFAgg-CAttack=SF2024.09 | 94.67 | |
| Alt-WFAggAttack=IPM-1002024.09 | 94.67 | |
| MeanAttack=No attack2024.09 | 94.56 | |
| KrumAttack=IPM-1002024.09 | 94.56 | |
| WFAgg-TAttack=ALIE2024.09 | 94.56 | |
| WFAgg-EAttack=No attack2024.09 | 94.56 | |
| Alt-WFAggAttack=SF2024.09 | 94.56 | |
| Multi-KrumAttack=No attack2024.09 | 94.44 | |
| ClusteringAttack=No attack2024.09 | 94.44 | |
| WFAgg-CAttack=IPM-1002024.09 | 94.44 | |
| WFAgg-TAttack=No attack2024.09 | 94.44 | |
| KrumAttack=SF2024.09 | 94.33 | |
| Multi-KrumAttack=SF2024.09 | 94.33 | |
| KrumAttack=LF2024.09 | 94.22 | |
| WFAgg-TAttack=LF2024.09 | 94.22 | |
| WFAgg-TAttack=IPM-0.52024.09 | 94.22 | |
| MeanAttack=ALIE2024.09 | 94.11 | |
| Trimmed-MeanAttack=IPM-0.52024.09 | 94.11 | |
| KrumAttack=No attack2024.09 | 93.78 | |
| WFAgg-DAttack=IPM-1002024.09 | 93.67 | |
| WFAgg-TAttack=SF2024.09 | 93.67 | |
| WFAgg-DAttack=IPM-0.52024.09 | 93.56 | |
| MeanAttack=IPM-0.52024.09 | 93.44 | |
| MedianAttack=LF2024.09 | 93.33 | |
| WFAgg-EAttack=IPM-0.52024.09 | 93.11 | |
| MedianAttack=Noise2024.09 | 93 | |
| MedianAttack=SF2024.09 | 92.89 | |
| WFAgg-EAttack=SF2024.09 | 92.78 | |
| Alt-WFAggAttack=LF2024.09 | 92.78 | |
| MeanAttack=LF2024.09 | 92.33 | |
| MedianAttack=ALIE2024.09 | 92.33 | |
| MeanAttack=SF2024.09 | 92.11 | |
| Trimmed-MeanAttack=SF2024.09 | 92 | |
| MedianAttack=IPM-1002024.09 | 92 | |
| Multi-KrumAttack=Noise2024.09 | 92 | |
| ClusteringAttack=LF2024.09 | 90.67 | |
| MedianAttack=IPM-0.52024.09 | 89.22 | |
| Multi-KrumAttack=IPM-0.52024.09 | 87.11 | |
| Trimmed-MeanAttack=LF2024.09 | 85.11 | |
| Alt-WFAggAttack=Noise2024.09 | 56.78 | |
| WFAgg-CAttack=Noise2024.09 | 14.22 | |
| MeanAttack=Noise2024.09 | 10.89 | |
| Trimmed-MeanAttack=Noise2024.09 | 10.89 | |
| WFAgg-EAttack=Noise2024.09 | 10.44 | |
| KrumAttack=IPM-0.52024.09 | 10.22 | |
| WFAgg-TAttack=Noise2024.09 | 10.22 | |
| MeanAttack=IPM-1002024.09 | 10.11 | |
| Trimmed-MeanAttack=IPM-1002024.09 | 10.11 | |
| WFAgg-TAttack=IPM-1002024.09 | 10.11 | |
| WFAgg-EAttack=IPM-1002024.09 | 10.11 | |
| ClusteringAttack=Noise2024.09 | 9.93 |