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Benchmarks
Long-range Forecasting on ETTm1 (Metrics: MSE, NLL, CRPS, ECE, AUROC)
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0.0059
MSE
DE
0.00534
0.00912
0.0129
0.01668
May 25, 2026
MSE
NLL
CRPS
ECE
AUROC
Updated 8d ago
Evaluation Results
Method
Method
Links
MSE
NLL
CRPS
ECE
AUROC
DE
2026.05
0.0059
-0.8922
0.0494
27.17
42.09
MCD
2026.05
0.007
-0.7977
0.0525
28.1
36.2
GMLE
2026.05
0.0078
-0.9513
0.0755
44.57
100
DER
2026.05
0.0154
-0.9593
0.9438
0.12
100
NSAC
2026.05
0.0199
-1.3816
0.1037
39.7
75.33
SDE-Net
2026.05
0.0199
-1.5697
0.7437
2.85
86.64
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