Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Forecasting research benchmarks – Page 7 · SOTA2 Research

Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Copper 1-day horizon (test)

0.012RMSE

9

Feb 26, 2026

9 out-of-domain forecasting datasets (test)

0.481MSE

9

Feb 26, 2026

0.568WRMSSE

9

Feb 26, 2026

Lorenz-63 20% Noise (test)

KRR (Strong n/a)

0.06Mean VPT

8

Jul 2, 2026

Lorenz-63 10% Noise (test)

KRR (Strong n/a)

0.24Mean VPT

8

Jul 2, 2026

Lorenz-63 5% Noise (test)

KRR (Strong n/a)

0.55Mean VPT

8

Jul 2, 2026

Lorenz-63 1% Noise (test)

KRR (Strong n/a)

1.83Mean VPT

8

Jul 2, 2026

S & LR IHT (Tubal)

0.031NMSE

8

Jun 11, 2026

LR IHT (Tucker)

0.022NMSE

8

Jun 11, 2026

Validation-selected reference

22.6WAPE

8

Jun 9, 2026

fev-bench 30 covariate-aware tasks (test)

1.034MASE

8

Jun 5, 2026

Main Forecasting Dataset

0.132Brier Score

8

May 28, 2026

Economics PWT 11.0 (test)

0.104Test R^2

8

May 22, 2026

KF256 short-term 40 frames

0.549RL2

8

May 8, 2026

CartPole Time-Varying (CP TV) (held-out trajectories)

0.001MSE

8

May 7, 2026

CartPole Time-Invariant (held-out trajectories)

2.28MSE

8

May 7, 2026

45Count MAPE

8

Feb 27, 2026

Reddit-S (test)

0.38Count MAPE

8

Feb 27, 2026

Reddit-C (test)

1.07Count MAPE

8

Feb 27, 2026

nonlocal IDE D2

9.54RMSE

7

Jun 15, 2026

Synthetic nonlinear (test)

0.036Task Loss

7

May 22, 2026

Synthetic linear (test)

0.032Task Loss

7

May 22, 2026

KF256 long-term 320 frames

0.342PSDD

7

May 8, 2026

0.9NLL

7

Apr 28, 2026

ForecastBench Database

62ABI

7

Apr 21, 2026

Page 7 of 13

Popular datasets

TFB ED Admissions GIFT-Eval Weather M5

Follow for updates

Join SOTA2 Contact