Time Series Forecasting on TimeMMD Security (test)
70.062MSEAurora
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Aurorafew-shot percentage=10%2025.09 | 70.062 | 3.988 | |
| Sundialzero-shot=true2025.09 | 70.441 | 4.005 | |
| TimeCMALearning Setup=Full-Shot, Modality=Multimodal2026.05 | 72.011 | 4.113 | |
| T3TimeLearning Setup=Full-Shot, Modality=Multimodal2026.05 | 72.113 | 4.07 | |
| Aurorazero-shot=true2025.09 | 72.475 | 4.084 | |
| AuroraLearning Setup=Zero-Shot2026.05 | 72.763 | 4.085 | |
| CALFLearning Setup=Full-Shot, Modality=Multimodal2026.05 | 73.267 | 4.04 | |
| ChronosBoltLearning Setup=Zero-Shot2026.05 | 73.977 | 4.117 | |
| MoiraiLearning Setup=Zero-Shot2026.05 | 74.249 | 4.129 | |
| PatchTSTLearning Setup=Full-Shot, Modality=Unimodal2026.05 | 76.105 | 4.445 | |
| KAIROSAGENTLearning Setup=Zero-Shot2026.05 | 76.658 | 4.34 | |
| VisionTSzero-shot=true2025.09 | 79.598 | 4.597 | |
| GPT4MTSfew-shot percentage=10%2025.09 | 81.078 | 4.67 | |
| DLinearLearning Setup=Full-Shot, Modality=Unimodal2026.05 | 82.521 | 4.891 | |
| SundialLearning Setup=Zero-Shot2026.05 | 83.403 | 4.836 | |
| ROSEzero-shot=true2025.09 | 84.324 | 4.765 | |
| TATSfew-shot percentage=10%2025.09 | 85.677 | 4.858 | |
| MOIRAIzero-shot=true2025.09 | 93.245 | 5.173 | |
| TimeVLMfew-shot percentage=10%2025.09 | 103.113 | 5.344 | |
| CALFfew-shot percentage=10%2025.09 | 181.619 | 7.312 |