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Benchmarks
Multi-Output Gaussian Process Regression on ERA5 block-wise splitting (test)
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0.003
MSE
T-LVMOGP
-0.03948
0.24726
0.534
0.82074
May 6, 2026
MSE
NLL
Updated 27d ago
Evaluation Results
Method
Method
Links
MSE
NLL
T-LVMOGP
Training Time (s/epoch...
2026.05
0.003
1.503
GS-LVMOGP
Training Time (s/epoch...
2026.05
0.019
0.55
OILMM
Training Time (s/epoch...
2026.05
0.142
0.599
SV-LMC
Training Time (s/epoch...
2026.05
0.162
1.669
G-MOGP
Training Time (s/epoch...
2026.05
0.907
1.353
SGPRN
Training Time (s/epoch...
2026.05
1.039
59.928
Ind-GP
Training Time (s/epoch...
2026.05
1.065
1.459
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