Long-term forecasting on Exchange (MSE, MAE, CRPS)
0.365MSETS-Memory
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TS-MemoryBackbone=ChronosBolt, Adaptation Method=Retrieval-distilled Memory2026.02 | 0.365 | 0.406 | 0.25 | |
| LoRABackbone=ChronosBolt, Adaptation Method=Parameter-efficient Fine-tuning2026.02 | 0.366 | 0.407 | 0.266 | |
| TS-RAGBackbone=ChronosBolt, Adaptation Method=Online Retrieval2026.02 | 0.367 | 0.408 | 0.253 | |
| RAFTBackbone=ChronosBolt, Adaptation Method=Online Retrieval2026.02 | 0.369 | 0.409 | 0.257 | |
| OriginBackbone=ChronosBolt, Adaptation Method=None2026.02 | 0.371 | 0.412 | 0.268 |