Codesota · Benchmark · ETTm2Home/Leaderboards/Structured Data & Forecasting/Time-Series Forecasting/ETTm2
Unknown

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}.

Paper ↗Leaderboard ↓
§ 01 · SOTA history

Year over year.

§ 02 · Leaderboard

Results by metric.

Only 3 models on this benchmark
Help build the community leaderboard — submit your model results.
Found a wrong score or missing run?
Use row edits to send a sourced correction into moderation.
Add / edit result ↗Report issue ↗

Mae

Mae is the reported evaluation metric for ETTm2. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for Maeverifiedpapervendorcommunityunverified
RankModelTrustScoreYearLinksFix
01TimesFM
Averaged across horizons {96,192,336,720}.
verified0.352025Paper ↗Looks wrong?
02Chronos-Large
Averaged across horizons {96,192,336,720}.
verified0.342025Paper ↗Looks wrong?
03TimeLLM
Per-horizon MSE (0.172,0.231,0.289,0.379) avg=0.268; MAE (0.260,0.303,0.345,0.397) avg=0.326.
verified0.332024Paper ↗Code ↗Source ↗Looks wrong?

Mse

Mse is the reported evaluation metric for ETTm2. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for Mseverifiedpapervendorcommunityunverified
RankModelTrustScoreYearLinksFix
01TimesFM
Averaged across horizons {96,192,336,720}.
verified0.332025Paper ↗Looks wrong?
02Chronos-Large
Averaged across horizons {96,192,336,720}.
verified0.292025Paper ↗Looks wrong?
03TimeLLM
Per-horizon MSE (0.172,0.231,0.289,0.379) avg=0.268; MAE (0.260,0.303,0.345,0.397) avg=0.326.
verified0.272024Paper ↗Code ↗Source ↗Looks wrong?
§ 04 · Submit a result

Add to the leaderboard.

← Back to Time-Series Forecasting