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Benchmarks
Multimodal Forecasting on TimeMMD Social Good
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0.814
MSE
Aurora
0.78936
0.95568
1.122
1.28832
Sep 26, 2025
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
Aurora
Training Protocol=10%...
2025.09
0.814
0.494
Aurora
Training Protocol=Zero...
2025.09
0.838
0.516
Time-VLM
Training Protocol=Full...
2025.09
0.868
0.444
CALF
Training Protocol=Full...
2025.09
0.906
0.401
TATS
Training Protocol=Full...
2025.09
0.918
0.428
GPT4MTS
Training Protocol=Full...
2025.09
0.92
0.45
Sundial
Training Protocol=Zero...
2025.09
1.036
0.573
VisionTS
Training Protocol=Zero...
2025.09
1.126
0.618
ROSE
Training Protocol=Zero...
2025.09
1.141
0.581
MOIRAI
Training Protocol=Zero...
2025.09
1.43
0.651
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