Local Prediction on HAR 60% (train)
0.8Local Prediction ErrorMean-reg
Evaluation results
| Method | Links | |
|---|---|---|
| Mean-regByzantine node fraction=0.002026.07 | 0.8 | |
| JRGEByzantine node fraction=0.002026.07 | 1.3 | |
| JRGEByzantine node fraction=0.052026.07 | 1.3 | |
| JRGEByzantine node fraction=0.102026.07 | 1.4 | |
| JRGEByzantine node fraction=0.152026.07 | 1.4 | |
| JRGEByzantine node fraction=0.202026.07 | 1.4 | |
| JRGEByzantine node fraction=0.252026.07 | 1.4 | |
| RMTFLByzantine node fraction=0.002026.07 | 1.8 | |
| ARMULByzantine node fraction=0.002026.07 | 1.9 | |
| DirtyByzantine node fraction=0.002026.07 | 1.9 | |
| RMTFLByzantine node fraction=0.052026.07 | 2.2 | |
| RMTFLByzantine node fraction=0.102026.07 | 2.2 | |
| RMTFLByzantine node fraction=0.152026.07 | 2.2 | |
| RMTFLByzantine node fraction=0.202026.07 | 2.2 | |
| RMTFLByzantine node fraction=0.252026.07 | 2.2 | |
| Mean-regByzantine node fraction=0.052026.07 | 2.3 | |
| DirtyByzantine node fraction=0.102026.07 | 2.3 | |
| DirtyByzantine node fraction=0.152026.07 | 2.3 | |
| DirtyByzantine node fraction=0.202026.07 | 2.3 | |
| DirtyByzantine node fraction=0.252026.07 | 2.3 | |
| Single-taskByzantine node fraction=0.002026.07 | 2.4 | |
| Single-taskByzantine node fraction=0.052026.07 | 2.4 | |
| Single-taskByzantine node fraction=0.102026.07 | 2.4 | |
| Single-taskByzantine node fraction=0.152026.07 | 2.4 | |
| Single-taskByzantine node fraction=0.202026.07 | 2.4 | |
| Single-taskByzantine node fraction=0.252026.07 | 2.4 | |
| Mean-regByzantine node fraction=0.102026.07 | 2.4 | |
| Mean-regByzantine node fraction=0.152026.07 | 2.4 | |
| Mean-regByzantine node fraction=0.202026.07 | 2.4 | |
| Mean-regByzantine node fraction=0.252026.07 | 2.4 | |
| DirtyByzantine node fraction=0.052026.07 | 2.4 | |
| AverageByzantine node fraction=0.002026.07 | 3.5 | |
| Trimmed meanByzantine node fraction=0.002026.07 | 3.5 | |
| BulyanByzantine node fraction=0.002026.07 | 3.5 | |
| FilteringByzantine node fraction=0.002026.07 | 3.5 | |
| FilteringByzantine node fraction=0.052026.07 | 3.5 | |
| MoM-FilteringByzantine node fraction=0.002026.07 | 3.5 | |
| MoM-FilteringByzantine node fraction=0.052026.07 | 3.5 | |
| HistoryByzantine node fraction=0.002026.07 | 3.5 | |
| BucketingByzantine node fraction=0.002026.07 | 3.5 | |
| Trimmed meanByzantine node fraction=0.052026.07 | 3.6 | |
| Trimmed meanByzantine node fraction=0.102026.07 | 3.7 | |
| MedianByzantine node fraction=0.002026.07 | 3.8 | |
| Trimmed meanByzantine node fraction=0.152026.07 | 3.8 | |
| BulyanByzantine node fraction=0.052026.07 | 3.8 | |
| MedianByzantine node fraction=0.052026.07 | 3.9 | |
| HistoryByzantine node fraction=0.052026.07 | 3.9 | |
| Trimmed meanByzantine node fraction=0.202026.07 | 4 | |
| FilteringByzantine node fraction=0.102026.07 | 4 | |
| MoM-FilteringByzantine node fraction=0.102026.07 | 4 | |
| MedianByzantine node fraction=0.102026.07 | 4.1 | |
| MedianByzantine node fraction=0.152026.07 | 4.1 | |
| Trimmed meanByzantine node fraction=0.252026.07 | 4.1 | |
| AverageByzantine node fraction=0.052026.07 | 4.3 | |
| MedianByzantine node fraction=0.202026.07 | 4.3 | |
| ARMULByzantine node fraction=0.052026.07 | 4.3 | |
| BucketingByzantine node fraction=0.052026.07 | 4.3 | |
| MedianByzantine node fraction=0.252026.07 | 4.4 | |
| FilteringByzantine node fraction=0.152026.07 | 4.4 | |
| MoM-FilteringByzantine node fraction=0.152026.07 | 4.4 | |
| HistoryByzantine node fraction=0.102026.07 | 4.5 | |
| BulyanByzantine node fraction=0.102026.07 | 5 | |
| HistoryByzantine node fraction=0.152026.07 | 5 | |
| BulyanByzantine node fraction=0.152026.07 | 5.1 | |
| FilteringByzantine node fraction=0.202026.07 | 5.3 | |
| MoM-FilteringByzantine node fraction=0.202026.07 | 5.3 | |
| BulyanByzantine node fraction=0.202026.07 | 5.5 | |
| BulyanByzantine node fraction=0.252026.07 | 5.6 | |
| FilteringByzantine node fraction=0.252026.07 | 5.9 | |
| MoM-FilteringByzantine node fraction=0.252026.07 | 5.9 | |
| BucketingByzantine node fraction=0.102026.07 | 6.3 | |
| HistoryByzantine node fraction=0.202026.07 | 6.8 | |
| AverageByzantine node fraction=0.102026.07 | 7.1 | |
| BucketingByzantine node fraction=0.152026.07 | 8 | |
| HistoryByzantine node fraction=0.252026.07 | 8.3 | |
| AverageByzantine node fraction=0.152026.07 | 9.4 | |
| BucketingByzantine node fraction=0.202026.07 | 12.5 | |
| ARMULByzantine node fraction=0.102026.07 | 13 | |
| AverageByzantine node fraction=0.202026.07 | 13.8 | |
| BucketingByzantine node fraction=0.252026.07 | 14.5 | |
| AverageByzantine node fraction=0.252026.07 | 15.1 | |
| MoM-KrumByzantine node fraction=0.002026.07 | 15.3 | |
| ARMULByzantine node fraction=0.152026.07 | 15.3 | |
| MoM-KrumByzantine node fraction=0.052026.07 | 15.4 | |
| MoM-KrumByzantine node fraction=0.102026.07 | 15.6 | |
| MoM-KrumByzantine node fraction=0.152026.07 | 15.9 | |
| MoM-KrumByzantine node fraction=0.252026.07 | 16.4 | |
| MoM-KrumByzantine node fraction=0.202026.07 | 16.5 | |
| ARMULByzantine node fraction=0.202026.07 | 16.9 | |
| ARMULByzantine node fraction=0.252026.07 | 17 | |
| RLRMTLByzantine node fraction=0.002026.07 | 17.1 | |
| RLRMTLByzantine node fraction=0.052026.07 | 17.1 | |
| RLRMTLByzantine node fraction=0.102026.07 | 17.1 | |
| RLRMTLByzantine node fraction=0.152026.07 | 17.1 | |
| RLRMTLByzantine node fraction=0.202026.07 | 17.1 | |
| RLRMTLByzantine node fraction=0.252026.07 | 17.2 | |
| KrumByzantine node fraction=0.252026.07 | 25.2 | |
| KrumByzantine node fraction=0.202026.07 | 25.5 | |
| KrumByzantine node fraction=0.102026.07 | 25.8 | |
| KrumByzantine node fraction=0.052026.07 | 25.9 |