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Benchmarks
Regression on Simulation Single-type Setting 1, p=100
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2.046
MAE
Proposed
2.00288
2.29394
2.585
2.87606
Jul 1, 2026
MAE
RMSE
Cauchy
Huber
TP
Updated 24d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
Cauchy
Huber
TP
Proposed
p=100
2026.07
2.046
5.935
1.111
2.016
29.138
GradNorm
p=100
2026.07
2.569
16.185
1.018
2.744
29.88
Uncertainty
p=100
2026.07
2.571
16.185
1.019
2.745
29.93
DWA
p=100
2026.07
2.572
16.185
1.02
2.747
29.9
Uniform
p=100
2026.07
2.947
16.41
1.293
3.209
27.25
STL
p=100
2026.07
3.124
16.639
1.302
3.453
24.955
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