Time Series Forecasting2021en
Electricity Transformer Temperature - 15-minute 2 (ETTm2)
ETTm2 is sampled at 15-minute intervals from the same station as ETTh2. Results reported as averages across prediction horizons {96, 192, 336, 720}.
Current State of the Art
TimesFM
Google Research
0.328
mse
Top Models Performance Comparison
Top 3 models ranked by mse
Best Score
0.328
Top Model
TimesFM
Models Compared
3
Score Range
0.060
mae
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | TimesFMOpen Source Google Research | 0.346 | Feb 2025 | |
| 2 | Chronos-LargeOpen Source Amazon | 0.338 | Feb 2025 | |
| 3 | TimeLLMOpen Source Tongji University / Ant Group | 0.326 | May 2024 |
msePrimary
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | TimesFMOpen Source Google Research | 0.328 | Feb 2025 | |
| 2 | Chronos-LargeOpen Source Amazon | 0.295 | Feb 2025 | |
| 3 | TimeLLMOpen Source Tongji University / Ant Group | 0.268 | May 2024 |
Related Papers2
Sundial: A Family of Highly Capable Time Series Foundation Models
Feb 2025Models: TimesFM, Chronos-Large
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
May 2024Models: TimeLLM