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Benchmarks
Multimodal Forecasting on TimeMMD Environment
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0.265
MSE
Aurora
0.25992
0.29421
0.3285
0.36279
Sep 26, 2025
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
Aurora
Training Protocol=10%...
2025.09
0.265
0.372
Aurora
Training Protocol=Zero...
2025.09
0.276
0.379
TATS
Training Protocol=Full...
2025.09
0.319
0.396
Time-VLM
Training Protocol=Full...
2025.09
0.319
0.397
GPT4MTS
Training Protocol=Full...
2025.09
0.323
0.4
CALF
Training Protocol=Full...
2025.09
0.325
0.387
Sundial
Training Protocol=Zero...
2025.09
0.336
0.416
MOIRAI
Training Protocol=Zero...
2025.09
0.351
0.403
VisionTS
Training Protocol=Zero...
2025.09
0.354
0.436
ROSE
Training Protocol=Zero...
2025.09
0.392
0.456
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