Time Series Forecasting on CAF-7M (ALL)
-8CRPSTimeLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TimeLLMEvaluation Protocol=Trained, Training Dataset=CAF-7M, Context Condition=No context2026.03 | -8 | -26.7 | |
| TimeLLMEvaluation Protocol=Trained, Training Dataset=CAF-7M, Context Condition=Swapped2026.03 | -1.1 | 8.7 | |
| DP GPT-5.2Evaluation Protocol=Zero-shot2026.03 | 0.217 | 0.62 | |
| DoubleCastEvaluation Protocol=Trained, Training Dataset=CAF-7M2026.03 | 0.231 | 0.71 | |
| ChronosEvaluation Protocol=Zero-shot2026.03 | 0.278 | — | |
| DP Qwen3-14BEvaluation Protocol=Zero-shot2026.03 | 0.296 | 0.51 | |
| ChatTimeEvaluation Protocol=Zero-shot2026.03 | 0.385 | 0.25 | |
| TimeLLMEvaluation Protocol=Trained, Training Dataset=CAF-7M2026.03 | 0.501 | 0.17 | |
| TimeLLMEvaluation Protocol=Zero-shot, Training Dataset=ETTm1, Input Sequence Length=1922026.03 | 0.635 | 0.08 | |
| TimeLLMEvaluation Protocol=Zero-shot, Training Dataset=ETTm2, Input Sequence Length=3362026.03 | 0.803 | 0.05 | |
| TimeLLMEvaluation Protocol=Zero-shot, Training Dataset=ETTm2, Input Sequence Length=962026.03 | 1.406 | 0.01 | |
| TimeLLMEvaluation Protocol=Zero-shot, Training Dataset=ETTm1, Input Sequence Length=3362026.03 | 3.309 | 0 | |
| DoubleCastEvaluation Protocol=Trained, Training Dataset=CAF-7M, Context Condition=No context2026.03 | 18.3 | -34.7 | |
| DoubleCastEvaluation Protocol=Trained, Training Dataset=CAF-7M, Context Condition=Swapped2026.03 | 26.5 | -37.6 |