TimeMMD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
TimeMMD Agriculture
0.053MSE
40
TimeMMD Traffic (test)
0.151MSE
20
TimeMMD Social Good (test)
0.769MSE
20
TimeMMD Security (test)
70.062MSE
20
TimeMMD Environment (test)
0.265MSE
20
TimeMMD Energy (test)
0.217MSE
20
TimeMMD Economy (test)
0.016MSE
20
TimeMMD Climate (test)
0.862MSE
20
TimeMMD Agriculture (test)
0.194MSE
20
TimeMMD Energy
0.014MSE
18
TimeMMD Social Good
0.793MSE
16
TimeMMD Traffic
0.157MSE
10
TimeMMD Social Good
0.814MSE
10
TimeMMD Security
70.062MSE
10
TimeMMD Health
1.343MSE
10
TimeMMD Environment
0.265MSE
10
TimeMMD Energy
0.23MSE
10
TimeMMD Economy
0.016MSE
10
TimeMMD Climate
0.862MSE
10
TimeMMD Agriculture
0.212MSE
10
TimeMMD Health (test)
1.343MSE
10
TimeMMD Agriculture domain: Retail Broiler Composite 1.0 (test)
0.128MSE
10
TimeMMD Health (AFR)
0.103MSE
10
TimeMMD Health (US)
0.379MSE
10
TimeMMD Environment
15.434MAPE
10