Benchmarks

Task NameDataset NameSOTA ResultTrendResults

Time series forecasting

TimeMMD Climate

0.286MSE

Time series forecasting

TimeMMD Traffic

0.166MSE

Time series forecasting

TimeMMD Health

0.724MSE

Multimodal Time Series Forecasting

TimeMMD Social Good domain: Unemployment Rate 1.0 (test)

0.718MSE

Multimodal Time Series Forecasting

TimeMMD Environment domain: Air Quality Index 1.0 (test)

0.279MSE

Multimodal Time Series Forecasting

TimeMMD Energy domain: Gasoline Prices 1.0 (test)

0.102MSE

Multimodal Time Series Forecasting

TimeMMD Economy domain: International Trade Balance 1.0 (test)

0.015MSE

Multimodal Time Series Forecasting

TimeMMD Climate domain: Drought Level 1.0 (test)

1.049MSE

Multimodal Time Series Forecasting

TimeMMD Traffic domain: Travel Volume 1.0 (test)

0.174MSE

Multimodal Time Series Forecasting

TimeMMD Health domain: Influenza Patients Proportion 1.0 (test)

0.964MSE

Multimodal Forecasting

TimeMMD Social Good 1.0 (test)

—MSE

Multimodal Forecasting

TimeMMD Security 1.0 (test)

—MSE

Multimodal Forecasting

TimeMMD Health 1.0 (test)

—MSE

Multimodal Forecasting

TimeMMD Environment 1.0 (test)

—MSE

Multimodal Forecasting

TimeMMD Energy 1.0 (test)

—MSE

Multimodal Forecasting

TimeMMD Economy 1.0 (test)

—MSE

Multimodal Forecasting

TimeMMD Climate 1.0 (test)

—MSE

Multimodal Forecasting

TimeMMD Agriculture 1.0 (test)

—MSE

Time series forecasting

TimeMMD Security

—MSE

Time series forecasting

TimeMMD Economy

—MSE