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GLA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Spatio-temporal forecastingGLA
Relative MAE0.182
36
Traffic ForecastingGLA
MAE (Overall)16.45
26
Spatio-Temporal Time Series ForecastingGLA
MAE23.63
10
Spatio-Temporal Time Series ForecastingGLA LargeST (test)
MAE (H=3)15.12
10
ClassificationGLA
Accuracy73.3
8
Long-horizon Traffic ForecastingGLA 96⇒672
MAE26.89
5
Long-horizon Traffic ForecastingGLA 96⇒192
MAE24.29
5
Long-horizon Traffic ForecastingGLA 96⇒96
MAE22.42
5
Long-horizon Traffic ForecastingGLA 96⇒48
MAE20.83
5
Time Series ForecastingGLA Average
MAE18.46
2
ClusteringGLA
Metric-
0
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