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Benchmarks
Multimodal Forecasting on TimeMMD Traffic
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0.157
MSE
Aurora
0.14704
0.21427
0.2815
0.34873
Sep 26, 2025
MSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
Aurora
Training Protocol=10%...
2025.09
0.157
0.29
Aurora
Training Protocol=Zero...
2025.09
0.161
0.289
TATS
Training Protocol=Full...
2025.09
0.179
0.238
GPT4MTS
Training Protocol=Full...
2025.09
0.203
0.261
Time-VLM
Training Protocol=Full...
2025.09
0.216
0.319
CALF
Training Protocol=Full...
2025.09
0.222
0.293
Sundial
Training Protocol=Zero...
2025.09
0.271
0.405
VisionTS
Training Protocol=Zero...
2025.09
0.281
0.407
ROSE
Training Protocol=Zero...
2025.09
0.341
0.451
MOIRAI
Training Protocol=Zero...
2025.09
0.406
0.468
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