Skip to content

Rankings Industries Companies Research Blog

Sign in List your company

ResearchFormerly WizWand

Papers Benchmarks Datasets Tasks

Research
Benchmarks
First-try Success on Average across domains

First-try Success on Average across domains

89.7P1 Success RatePRECEPT

Updated 7mo ago

Evaluation results

Method	Links
PRECEPT2026.03		89.7
ExpeL2026.03		74.4
FR2026.03		48.6

State-of-the-art paper

PRECEPT

PRECEPT: Planning Resilience via Experience, Context Engineering & Probing Trajectories A Unified Framework for Test-Time Adaptation with Compositional Rule Learning and Pareto-Guided Prompt Evolution

Dataset

Average across domains

Follow for updates

Join SOTA2 Contact

Related benchmarks

Rule drift adaptation on Integration Domain Rule drift adaptation on Logistics Domain Continuous Learning on Integration domain Compositional Generalization on Logistics Compositional Generalization on Integration

Building an AI company?

Claim your profile, keep your facts current and see how buyers find you. Rankings are never paid for.

How rankings work List your company

Find AI companies and products for your business problem. Compare solutions and evidence by industry and task.

Explore

Rankings
Industries
Categories
Companies
Top AI companies

Read

Blog
Research
llms.txt

For AI companies

List your company
Claim a profile
Ranking badges

SOTA2 with AI

Claude connector
ChatGPT plugin
Tool reference
Connector privacy
Connector terms

SOTA2

Why SOTA2
How we rank
Contact

© 2026 SOTA2Built in Bellevue, USA