Time-MMD
Benchmarks
TaskDatasetSOTA resultTrendResults
Time-MMD
85.33Accuracy
30
Time-MMD Overall Average
0.638Average Error
21
Time-MMD
0.099Agriculture Performance
16
Time-MMD
26.9Performance (Agri.)
16
Time-MMD Economy
0.017MSE
9
Time-MMD Climate
0.82Mean Squared Error
9
Time-MMD Economy
0.008MSE
9
Time-MMD 2024a
0.109Agriculture MSE
8
Time-MMD Traffic (test)
43.88Accuracy
7
Time-MMD Energy (test)
84.12Accuracy
7
Time-MMD Climate (test)
99.18Accuracy
7
Time-MMD
0.177MSE
6
Time-MMD Climate
0.505Average Error
5
Time-MMD Security
99.239MSE
5
Time-MMD Social Good 2024a (test)
1.035MSE
4
Time-MMD Health 2024a (test)
1.372MSE
4
Time-MMD Environment 2024a (test)
0.251MSE
4
Time-MMD Energy 2024a (test)
0.153MSE
4
Time-MMD Climate 2024a (test)
1.227MSE
4
Time-MMD Agriculture 2024a (test)
0.201MSE
4
Time-MMD Environment
0.267MSE
2