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Benchmarks
Multimodal Forecasting on TimeMMD Climate
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0.862
MSE
Aurora
0.81964
1.10557
1.3915
1.67743
Sep 26, 2025
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
Aurora
Training Protocol=10%...
2025.09
0.862
0.746
Aurora
Training Protocol=Zero...
2025.09
0.865
0.749
Sundial
Training Protocol=Zero...
2025.09
1.154
0.881
TATS
Training Protocol=Full...
2025.09
1.18
0.887
GPT4MTS
Training Protocol=Full...
2025.09
1.182
0.889
Time-VLM
Training Protocol=Full...
2025.09
1.195
0.899
CALF
Training Protocol=Full...
2025.09
1.286
0.922
VisionTS
Training Protocol=Zero...
2025.09
1.307
0.93
ROSE
Training Protocol=Zero...
2025.09
1.475
0.987
MOIRAI
Training Protocol=Zero...
2025.09
1.921
1.095
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