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

First-cycle calibration research benchmarks · SOTA2 Research

First-cycle calibration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Marquis Extreme 2019

8.42MAPE

4

May 29, 2026

Marquis 2019 (Regular)

BatterySimAgent-O3

1.27MAPE

4

May 29, 2026

Prada Extreme 2013

17.05MAPE

4

May 29, 2026

Prada Regular 2013

BatterySimAgent-O3

5.97MAPE

4

May 29, 2026

Ecker2015 (Extreme)

BatterySimAgent-O3

27.85MAPE

4

May 29, 2026

Ecker 2015 (Regular)

BatterySimAgent-O3

0.77MAPE

4

May 29, 2026

ORegan2022 (Extreme)

BatterySimAgent-O3

19.44MAPE

4

May 29, 2026

ORegan2022 Regular

BatterySimAgent-O3

34.18MAPE

4

May 29, 2026

Chen Extreme 2020

BatterySimAgent-O3

23.38MAPE

4

May 29, 2026

Chen2020 (Regular)

BatterySimAgent-O3

12.6MAPE

4

May 29, 2026

Popular datasets

CHEN ORegan Ecker Prada Marquis

Follow for updates

Join SOTA2 Contact