NeurIPS 2026Agent benchmarks & environments U Illinois Chicago U Illinois at Chicago Intel Labs Intel Pacific Northwest National Labor Capital One

Argus: A Cross-Regime Benchmark for the Transferability of Uncertainty Quantification in Computer-Use Agents

DIVAKE KUMAR, Sina Tayebati, Devashri Naik, Amanda Rios, Nilesh Ahuja, Omesh Tickoo, Ranganath Krishnan, Amit Trivedi

Published 2026Atlanta Poster Session 3 · Thu, Dec 10, 10:00 AM–1:00 PM local time · Hall C1OpenReview ↗

57%

OverallWorth a lookFirst read from the title only. The AI panel reads it properly once the abstract is public.

OverallWorth a lookVote to see the scoreThe exact score shows once you've voted, so every vote is your own call. The first half of each home page shelf shows its scores.

Readers

–

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel1/20reviewers recommend it

lenient 1/5

medium 0/10

strict 0/5

AI panel?Vote to see what the 20 AI reviewers said