Rankings Industries Companies Research Blog

Sign in List your company

ResearchFormerly WizWand

Papers Benchmarks Datasets Tasks

Research
Benchmarks
Abstention on Legal queries on-topic (test)

Abstention on Legal queries on-topic (test)

100Average Appearance ScoreSFT

Updated 5mo ago

Evaluation results

Method	Links
SFT2026.06		100
TReFT2026.06		100

State-of-the-art paper

SFT

The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment

Dataset

Legal queries

Follow for updates

Join SOTA2 Contact

Related benchmarks

Narrow finetuning on Finance Narrow finetuning on Health Narrow finetuning on Legal Narrow finetuning on Auto Abstention on General queries off-topic (test)

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