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Benchmarks
Multimodal Forecasting on TimeMMD Security
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70.062
MSE
Aurora
69.13468
75.39409
81.6535
87.91291
Sep 26, 2025
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
Aurora
Training Protocol=10%...
2025.09
70.062
3.988
Sundial
Training Protocol=Zero...
2025.09
70.441
4.005
GPT4MTS
Training Protocol=Full...
2025.09
71.487
4.068
TATS
Training Protocol=Full...
2025.09
72.406
4.097
Aurora
Training Protocol=Zero...
2025.09
72.475
4.084
Time-VLM
Training Protocol=Full...
2025.09
73.731
4.181
CALF
Training Protocol=Full...
2025.09
76.376
4.3
VisionTS
Training Protocol=Zero...
2025.09
79.598
4.597
ROSE
Training Protocol=Zero...
2025.09
84.324
4.765
MOIRAI
Training Protocol=Zero...
2025.09
93.245
5.173
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