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Benchmarks
Multimodal Forecasting on TimeMMD Agriculture
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0.212
MSE
Aurora
0.20556
0.24903
0.2925
0.33597
Sep 26, 2025
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
Aurora
Training Protocol=10%...
2025.09
0.212
0.293
TATS
Training Protocol=Full...
2025.09
0.215
0.301
GPT4MTS
Training Protocol=Full...
2025.09
0.225
0.298
Time-VLM
Training Protocol=Full...
2025.09
0.237
0.302
CALF
Training Protocol=Full...
2025.09
0.25
0.315
Aurora
Training Protocol=Zero...
2025.09
0.272
0.348
MOIRAI
Training Protocol=Zero...
2025.09
0.272
0.403
VisionTS
Training Protocol=Zero...
2025.09
0.29
0.336
ROSE
Training Protocol=Zero...
2025.09
0.345
0.372
Sundial
Training Protocol=Zero...
2025.09
0.373
0.392
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