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Benchmarks
Multimodal Time Series Forecasting on TimeMMD Agriculture Retail Broiler Composite 1.0 (test)
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0.128
MSE
UniDiff
0.05228
0.56339
1.0745
1.58561
Dec 8, 2025
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
UniDiff
Forecasting Length=6
2025.12
0.128
0.234
MCD-TSF
Forecasting Length=6
2025.12
0.137
0.261
CALF
Forecasting Length=6
2025.12
0.142
0.25
Time-VLM
Forecasting Length=6
2025.12
0.143
0.245
GPT4MTS
Forecasting Length=6
2025.12
0.161
0.257
MOIRAI
Forecasting Length=6
2025.12
0.187
0.342
VisionTS
Forecasting Length=6
2025.12
0.21
0.289
Sundial
Forecasting Length=6
2025.12
0.218
0.304
ROSE
Forecasting Length=6
2025.12
0.22
0.299
CSDI
Forecasting Length=6
2025.12
2.021
0.998
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