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Papers Benchmarks Datasets Tasks

Multimodal Forecasting research benchmarks · SOTA2 Research

Multimodal Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Chronicle Stage 1 (ZS)

26.9Performance (Agri.)

16

May 21, 2026

TimeMMD Traffic

0.157MSE

10

Feb 27, 2026

TimeMMD Social Good

0.814MSE

10

Feb 27, 2026

TimeMMD Security

70.062MSE

10

Feb 27, 2026

1.343MSE

10

Feb 27, 2026

TimeMMD Environment

0.265MSE

10

Feb 27, 2026

0.23MSE

10

Feb 27, 2026

TimeMMD Economy

0.016MSE

10

Feb 27, 2026

TimeMMD Climate

0.862MSE

10

Feb 27, 2026

TimeMMD Agriculture

0.212MSE

10

Feb 27, 2026

TimeMMD Social Good 1.0 (test)

—

—MSE

0

Feb 26, 2026

TimeMMD Security 1.0 (test)

—

—MSE

0

Feb 26, 2026

TimeMMD Health 1.0 (test)

—

—MSE

0

Feb 26, 2026

TimeMMD Environment 1.0 (test)

—

—MSE

0

Feb 26, 2026

TimeMMD Energy 1.0 (test)

—

—MSE

0

Feb 26, 2026

TimeMMD Economy 1.0 (test)

—

—MSE

0

Feb 26, 2026

TimeMMD Climate 1.0 (test)

—

—MSE

0

Feb 26, 2026

TimeMMD Agriculture 1.0 (test)

—

—MSE

0

Feb 26, 2026

Popular datasets

TimeMMD Time-MMD

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