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Multivariate Time-series Forecasting on SML
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0.55
MSE
CoST
0.5304
0.6627
0.795
0.9273
Jun 5, 2026
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
CoST
epochs=200, seeds=3
2026.06
0.55
0.51
TRep
epochs=200, seeds=3
2026.06
0.6
0.54
SoftCLT
epochs=200, seeds=3
2026.06
0.62
0.55
TS2Vec
epochs=200, seeds=3
2026.06
0.63
0.56
CF-JEPA
epochs=200, seeds=3
2026.06
0.64
0.56
TimesURL
epochs=200, seeds=3
2026.06
0.66
0.57
AutoTCL
epochs=200, seeds=3
2026.06
0.68
0.57
InfoTS
epochs=200, seeds=3
2026.06
0.71
0.59
FEI
epochs=200, seeds=3
2026.06
0.92
0.69
TS-JEPA
epochs=200, seeds=3
2026.06
1.04
0.77
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