Multimodal Forecasting on TimeMMD Security
70.062MSEAurora
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AuroraTraining Protocol=10% few-shot, Model Category=Foundation Model2025.09 | 70.062 | 3.988 | |
| SundialTraining Protocol=Zero-shot, Model Category=Foundation Model2025.09 | 70.441 | 4.005 | |
| GPT4MTSTraining Protocol=Full-shot, Model Category=Multimodal End-to-end Supervised Model2025.09 | 71.487 | 4.068 | |
| TATSTraining Protocol=Full-shot, Model Category=Multimodal End-to-end Supervised Model2025.09 | 72.406 | 4.097 | |
| AuroraTraining Protocol=Zero-shot, Model Category=Foundation Model2025.09 | 72.475 | 4.084 | |
| Time-VLMTraining Protocol=Full-shot, Model Category=Multimodal End-to-end Supervised Model2025.09 | 73.731 | 4.181 | |
| CALFTraining Protocol=Full-shot, Model Category=Multimodal End-to-end Supervised Model2025.09 | 76.376 | 4.3 | |
| VisionTSTraining Protocol=Zero-shot, Model Category=Foundation Model2025.09 | 79.598 | 4.597 | |
| ROSETraining Protocol=Zero-shot, Model Category=Foundation Model2025.09 | 84.324 | 4.765 | |
| MOIRAITraining Protocol=Zero-shot, Model Category=Foundation Model2025.09 | 93.245 | 5.173 |