NeurIPS 2026LLM evaluation & benchmarks U Science and Technology of Chin Tencent Tencent AI Lab Tencent hunyuan team The Chinese University of Hong K

AppCIF-Bench: An Application-Level Complex Instruction Following Benchmark for Large Language Models

Jiahao Xu, Xuefang Zhao, Xinhua Feng, Hongrui Yang, Yixian Liu, Zhichao Hu, Lliu Yuhong

Published 2026Sydney Poster Session 4 · Wed, Dec 9, 5:00 PM–8:00 PM local time · Hall 1-4OpenReview ↗

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