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Benchmarks
Time series forecasting on FC-Layer causal structure
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0.01
MMD (Additive, Obs.)
DoFlow
0.0072
0.0261
0.045
0.0639
Nov 4, 2025
MMD (Additive, Obs.)
MMD (Additive, Int.)
MMD (NLNA, Obs.)
MMD (NLNA, Int.)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MMD (Additive, Obs.)
MMD (Additive, Int.)
MMD (NLNA, Obs.)
MMD (NLNA, Int.)
DoFlow
2025.11
0.01
0.03
0.14
0.12
GRU
2025.11
0.01
0.16
0.19
0.27
TiDE
2025.11
0.03
0.16
0.22
0.3
TSMixer
2025.11
0.03
0.18
0.19
0.32
TFT
2025.11
0.06
0.18
0.2
0.29
MQF2
2025.11
0.07
0.2
0.21
0.34
DeepVAR
2025.11
0.08
0.23
0.26
0.35
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