Time-Series Forecasting on COV (MSE)
0.1066MSEUniCast
Evaluation Results
| Method | Links | |
|---|---|---|
| UniCastVision Encoder=CLIP, Text Encoder=Qwen2025.08 | 0.1066 | |
| UniCastVision Encoder=BLIP, Text Encoder=LLaMA2025.08 | 0.1095 | |
| ChronosEvaluation Protocol=Fine-tuned2025.08 | 0.1197 | |
| ChronosEvaluation Protocol=Zero-shot2025.08 | 0.1562 | |
| TTMEvaluation Protocol=Zero-shot2025.08 | 0.1756 | |
| MoiraiEvaluation Protocol=Zero-shot2025.08 | 0.189 | |
| TimerEvaluation Protocol=Zero-shot2025.08 | 0.2178 | |
| TimesFMEvaluation Protocol=Fine-tuned2025.08 | 0.3584 | |
| TimerEvaluation Protocol=Fine-tuned2025.08 | 0.3846 | |
| MOMENTEvaluation Protocol=Zero-shot2025.08 | 0.5173 | |
| TimesFMEvaluation Protocol=Zero-shot2025.08 | 1.2082 |