Time Series Forecasting on CAF-7M EASY
-14CRPSTimeLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeLLMEvaluation Protocol=Trained, Training Dataset=CAF-7M, Context Condition=No context2026.03 | -14 | -11.9 | |
| TimeLLMEvaluation Protocol=Trained, Training Dataset=CAF-7M, Context Condition=Swapped2026.03 | -3.6 | 7.1 | |
| DoubleCastEvaluation Protocol=Trained, Training Dataset=CAF-7M2026.03 | 0.204 | 0.64 | |
| DP GPT-5.2Evaluation Protocol=Zero-shot2026.03 | 0.223 | 0.47 | |
| ChronosEvaluation Protocol=Zero-shot2026.03 | 0.247 | — | |
| DP Qwen3-14BEvaluation Protocol=Zero-shot2026.03 | 0.319 | 0.36 | |
| ChatTimeEvaluation Protocol=Zero-shot2026.03 | 0.358 | 0.25 | |
| TimeLLMEvaluation Protocol=Trained, Training Dataset=CAF-7M2026.03 | 0.587 | 0.1 | |
| TimeLLMEvaluation Protocol=Zero-shot, Training Dataset=ETTm1, Input Sequence Length=1922026.03 | 0.738 | 0.03 | |
| TimeLLMEvaluation Protocol=Zero-shot, Training Dataset=ETTm2, Input Sequence Length=3362026.03 | 0.921 | 0.02 | |
| TimeLLMEvaluation Protocol=Zero-shot, Training Dataset=ETTm2, Input Sequence Length=962026.03 | 1.546 | 0 | |
| TimeLLMEvaluation Protocol=Zero-shot, Training Dataset=ETTm1, Input Sequence Length=3362026.03 | 3.41 | 0 | |
| DoubleCastEvaluation Protocol=Trained, Training Dataset=CAF-7M, Context Condition=No context2026.03 | 11.1 | -21.5 | |
| DoubleCastEvaluation Protocol=Trained, Training Dataset=CAF-7M, Context Condition=Swapped2026.03 | 25.4 | -37.7 |