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Benchmarks
Spatiotemporal Prediction on ERA5 (random splitting)
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0.002
MSE
T-LVMOGP
-0.0378
0.23085
0.4995
0.76815
May 6, 2026
MSE
NLL
Updated 27d ago
Evaluation Results
Method
Method
Links
MSE
NLL
T-LVMOGP
Training Time (s/epoch...
2026.05
0.002
1.564
SV-LMC
Training Time (s/epoch...
2026.05
0.012
0.758
GS-LVMOGP
Training Time (s/epoch...
2026.05
0.014
0.699
OILMM
Training Time (s/epoch...
2026.05
0.123
0.483
G-MOGP
Training Time (s/epoch...
2026.05
0.316
0.91
SGPRN
Training Time (s/epoch...
2026.05
0.897
51.005
Ind-GP
Training Time (s/epoch...
2026.05
0.997
1.418
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