Time-Series Forecasting on ETT m1 (MSE)
0.0951MSEUniCast
Evaluation Results
| Method | Links | |
|---|---|---|
| UniCastVision Encoder=CLIP, Text Encoder=Qwen2025.08 | 0.0951 | |
| UniCastVision Encoder=BLIP, Text Encoder=LLaMA2025.08 | 0.0997 | |
| ChronosEvaluation Protocol=Fine-tuned2025.08 | 0.1022 | |
| TTMEvaluation Protocol=Zero-shot2025.08 | 0.1183 | |
| MoiraiEvaluation Protocol=Zero-shot2025.08 | 0.1224 | |
| ChronosEvaluation Protocol=Zero-shot2025.08 | 0.1278 | |
| TimerEvaluation Protocol=Zero-shot2025.08 | 0.139 | |
| TimesFMEvaluation Protocol=Fine-tuned2025.08 | 0.1893 | |
| TimerEvaluation Protocol=Fine-tuned2025.08 | 0.241 | |
| MOMENTEvaluation Protocol=Zero-shot2025.08 | 0.2446 | |
| TimesFMEvaluation Protocol=Zero-shot2025.08 | 1.9977 |