List your company
ResearchFormerly WizWand

Linear Regression on Linear Regression (synthetic)

0.948Local ErrorMean-reg
0.46123.74717.03310.3189Jul 2, 2026
Updated 3mo ago

Evaluation results

MethodLinks
Mean-regContamination level (epsilon)=0.00, n=50, d=50, K=402026.070.9480.296
robust multi-task gradient descentContamination level (epsilon)=0.00, n=50, d=50, K=402026.070.9810.317
ARMULContamination level (epsilon)=0.10, n=50, d=50, K=402026.070.9840.492
robust multi-task gradient descentContamination level (epsilon)=0.05, n=50, d=50, K=402026.070.9850.326
robust multi-task gradient descentContamination level (epsilon)=0.10, n=50, d=50, K=402026.070.9850.331
robust multi-task gradient descentContamination level (epsilon)=0.15, n=50, d=50, K=402026.070.9880.342
robust multi-task gradient descentContamination level (epsilon)=0.20, n=50, d=50, K=402026.070.9890.352
robust multi-task gradient descentContamination level (epsilon)=0.25, n=50, d=50, K=402026.070.9890.365
ARMULContamination level (epsilon)=0.05, n=50, d=50, K=402026.070.9910.422
ARMULContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.0140.485
ARMULContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.0250.704
ARMULContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.1971.101
MoM-FilteringContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.2290.333
HistoryContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.230.316
BucketingContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.230.315
AverageContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.2310.317
Trimmed meanContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.2310.317
BulyanContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.2310.317
FilteringContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.2310.317
FilteringContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.2310.341
MoM-FilteringContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.2310.317
HistoryContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.2310.341
MoM-FilteringContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.2330.351
BucketingContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.2360.357
MoM-FilteringContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.2390.383
FilteringContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.2410.379
Trimmed meanContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.2470.395
HistoryContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.2490.401
MedianContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.250.385
BulyanContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.2510.409
FilteringContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.2510.425
MoM-FilteringContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.2510.417
MedianContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.2550.42
FilteringContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.270.478
BucketingContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.2760.48
BulyanContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.2780.488
HistoryContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.2810.504
MedianContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.2850.502
FilteringContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.2920.537
MoM-FilteringContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.2920.537
BulyanContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.2970.545
Trimmed meanContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.3030.548
BulyanContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.3090.567
Mean-regContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.3231.251
MedianContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.3370.635
HistoryContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.3460.653
BucketingContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.3750.712
Trimmed meanContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.3960.751
MedianContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.4430.834
HistoryContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.4510.852
ARMULContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.4791.501
MoM-KrumContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.5440.985
MoM-KrumContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.5470.993
Trimmed meanContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.5571.021
MoM-KrumContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.5671.026
DirtyContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.5730.885
MoM-KrumContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.5891.067
MoM-KrumContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.5971.072
MoM-KrumContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.6061.09
MedianContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.6131.106
DirtyContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.6461.547
RLRMTLContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.6513.248
DirtyContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.6691.382
DirtyContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.6691.883
BucketingContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.671.186
RLRMTLContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.6713.801
RLRMTLContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.6852.756
RMTFLContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.7143
RLRMTLContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.7162.261
RMTFLContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.7173.006
RMTFLContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.7222.982
RMTFLContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.7232.969
RMTFLContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.7252.964
RMTFLContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.7262.936
Mean-regContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.7721.972
DirtyContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.782.991
Mean-regContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.7893.668
RLRMTLContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.7951.842
DirtyContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.8023.657
Trimmed meanContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.8081.377
Mean-regContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.8473.187
Mean-regContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.8492.644
Single-taskContamination level (epsilon)=0.25, n=50, d=50, K=402026.071.899—
Single-taskContamination level (epsilon)=0.00, n=50, d=50, K=402026.071.901—
Single-taskContamination level (epsilon)=0.20, n=50, d=50, K=402026.071.902—
Single-taskContamination level (epsilon)=0.15, n=50, d=50, K=402026.071.903—
Single-taskContamination level (epsilon)=0.05, n=50, d=50, K=402026.071.909—
Single-taskContamination level (epsilon)=0.10, n=50, d=50, K=402026.071.911—
RLRMTLContamination level (epsilon)=0.00, n=50, d=50, K=402026.072.0361.641
KrumContamination level (epsilon)=0.00, n=50, d=50, K=402026.072.1311.769
KrumContamination level (epsilon)=0.10, n=50, d=50, K=402026.072.1311.771
KrumContamination level (epsilon)=0.15, n=50, d=50, K=402026.072.1411.787
KrumContamination level (epsilon)=0.05, n=50, d=50, K=402026.072.1571.798
KrumContamination level (epsilon)=0.20, n=50, d=50, K=402026.072.1651.817
KrumContamination level (epsilon)=0.25, n=50, d=50, K=402026.072.2111.869
BucketingContamination level (epsilon)=0.25, n=50, d=50, K=402026.074.7284.573
AverageContamination level (epsilon)=0.05, n=50, d=50, K=402026.0711.10811.045
AverageContamination level (epsilon)=0.10, n=50, d=50, K=402026.0711.61711.556
AverageContamination level (epsilon)=0.15, n=50, d=50, K=402026.0711.78711.732
AverageContamination level (epsilon)=0.20, n=50, d=50, K=402026.0713.11813.068