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Benchmarks
Multimodal Forecasting on TimeMMD Energy
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0.23
MSE
Aurora
0.22376
0.26588
0.308
0.35012
Sep 26, 2025
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
Aurora
Training Protocol=10%...
2025.09
0.23
0.329
CALF
Training Protocol=Full...
2025.09
0.244
0.365
Aurora
Training Protocol=Zero...
2025.09
0.255
0.37
TATS
Training Protocol=Full...
2025.09
0.255
0.368
Time-VLM
Training Protocol=Full...
2025.09
0.26
0.374
GPT4MTS
Training Protocol=Full...
2025.09
0.262
0.38
Sundial
Training Protocol=Zero...
2025.09
0.272
0.367
VisionTS
Training Protocol=Zero...
2025.09
0.304
0.42
MOIRAI
Training Protocol=Zero...
2025.09
0.324
0.417
ROSE
Training Protocol=Zero...
2025.09
0.386
0.479
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