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SOTA Multimodal Time Series Forecasting benchmarks and papers with code | Wizwand
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Multimodal Time Series Forecasting
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Economy
MindTS
MSE
0.172
15
25d ago
Agriculture
TaTS
MSE
0.14
15
25d ago
TimeMMD Agriculture domain: Retail Broiler Composite 1.0 (test)
UniDiff
MSE
0.128
10
1mo ago
Time-MMD Social Good 2024a (test)
MCD-TSF
MSE
1.035
4
1mo ago
Time-MMD Health 2024a (test)
TaTS
MSE
1.372
4
1mo ago
Time-MMD Environment 2024a (test)
TeR-TSF
MSE
0.251
4
1mo ago
Time-MMD Energy 2024a (test)
MCD-TSF
MSE
0.153
4
1mo ago
Time-MMD Climate 2024a (test)
TaTS
MSE
1.227
4
1mo ago
Time-MMD Agriculture 2024a (test)
TaTS
MSE
0.201
4
1mo ago
TimeMMD Social Good domain: Unemployment Rate 1.0 (test)
GPT4MTS
MSE
0.718
3
1mo ago
TimeMMD Environment domain: Air Quality Index 1.0 (test)
MCD-TSF
MSE
0.279
3
1mo ago
TimeMMD Energy domain: Gasoline Prices 1.0 (test)
UniDiff
MSE
0.102
3
1mo ago
TimeMMD Economy domain: International Trade Balance 1.0 (test)
UniDiff
MSE
0.015
3
1mo ago
TimeMMD Climate domain: Drought Level 1.0 (test)
UniDiff
MSE
1.049
3
1mo ago
TimeMMD Traffic domain: Travel Volume 1.0 (test)
CALF
MSE
0.174
2
1mo ago
TimeMMD Health domain: Influenza Patients Proportion 1.0 (test)
CALF
MSE
0.964
2
1mo ago
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