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Spatiotemporal Imputation on Synthetic Dataset σ = 0.3 (test)
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0.34
MAE
GiFlow
0.3188
0.4619
0.605
0.7481
Jun 4, 2026
MAE
RMSE
MAPE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
RMSE
MAPE
GiFlow
noise_level_sigma=0.3,...
2026.06
0.34
0.44
0.1067
GRIN
noise_level_sigma=0.3,...
2026.06
0.35
0.46
0.1105
SAITS
noise_level_sigma=0.3,...
2026.06
0.36
0.47
0.1127
PriSTI
noise_level_sigma=0.3,...
2026.06
0.37
0.47
0.1248
BRITS
noise_level_sigma=0.3,...
2026.06
0.39
0.64
0.1226
OPCR
noise_level_sigma=0.3,...
2026.06
0.44
0.57
0.1488
SPIN
noise_level_sigma=0.3,...
2026.06
0.87
1.12
0.2982
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