Datasets › ETTh1 (96)
ETTh1 (96) (ETT (Electricity Transformer Temperature))
The Electricity Transformer Temperature (ETT) is a crucial indicator in the electric power long-term deployment. This dataset consists of 2 years data from two separated counties in China. To explore the granularity on the Long sequence time-series forecasting (LSTF) problem, different subsets are created, {ETTh1, ETTh2} for 1-hour-level and ETTm1 for 15-minutes-level. Each data point consists of the target value ”oil temperature” and 6 power load features. The train/val/test is 12/4/4 months.
Source: https://arxiv.org/pdf/2012.07436.pdf Image Source: https://github.com/zhouhaoyi/ETDataset
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Time Series Forecasting | ETTh1 (96) | Ada-MSHyper MAE 0.393 | Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer... | shangzongjiang/Ada-MSHyper | 2 | Compare |
| GLinear | ETTh1 (96) | GLinear MSE 0.3820 | Bridging Simplicity and Sophistication using GLinear: A... | t-rizvi/GLinear | 1 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 22. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Bridging Simplicity and Sophistication using GLinear: A Novel Architecture for Enhanced Time Series Prediction | 1 | 1 | 2 Jan 2025 | not harvested |
| Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting | 1 | 1 | 31 Oct 2024 | ran 0 of 4 samples (4 unverified; 4 pointer-only for licence) |
| TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting | 1 | 1 | 14 Jun 2023 | ran 0 of 8 samples (8 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- ETTh1 (96)
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections