Time Series Forecasting2021en
Electricity Transformer Temperature - hourly 2 (ETTh2)
ETTh2 is a second hourly ETT dataset from a different transformer station in China. Results reported as averages across prediction horizons {96, 192, 336, 720}.
Current State of the Art
Chronos-Large
Amazon
0.455
mse
Top Models Performance Comparison
Top 3 models ranked by mse
Best Score
0.455
Top Model
Chronos-Large
Models Compared
3
Score Range
0.089
mae
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | Chronos-LargeOpen Source Amazon | 0.427 | Feb 2025 | |
| 2 | TimesFMOpen Source Google Research | 0.406 | Feb 2025 | |
| 3 | TimeLLMOpen Source Tongji University / Ant Group | 0.403 | May 2024 |
msePrimary
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | Chronos-LargeOpen Source Amazon | 0.455 | Feb 2025 | |
| 2 | TimesFMOpen Source Google Research | 0.392 | Feb 2025 | |
| 3 | TimeLLMOpen Source Tongji University / Ant Group | 0.366 | May 2024 |
Related Papers2
Sundial: A Family of Highly Capable Time Series Foundation Models
Feb 2025Models: Chronos-Large, TimesFM
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
May 2024Models: TimeLLM