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Benchmarks
Multivariate Time-series Forecasting on AirQ
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1.53
MSE
CoST
1.4324
2.0912
2.75
3.4088
Jun 5, 2026
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
CoST
epochs=200, seeds=3
2026.06
1.53
0.92
TRep
epochs=200, seeds=3
2026.06
1.75
1
SoftCLT
epochs=200, seeds=3
2026.06
1.85
1.04
TS2Vec
epochs=200, seeds=3
2026.06
1.86
1.04
InfoTS
epochs=200, seeds=3
2026.06
1.92
1.06
TS-JEPA
epochs=200, seeds=3
2026.06
1.93
1.06
CF-JEPA
epochs=200, seeds=3
2026.06
1.97
1.08
TimesURL
epochs=200, seeds=3
2026.06
1.97
1.08
AutoTCL
epochs=200, seeds=3
2026.06
2.25
1.15
FEI
epochs=200, seeds=3
2026.06
3.97
1.55
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