Individual skill
cvpr-review-process
Use when reasoning about how CVPR review actually works at 16,000-submission scale, covering the OpenReview pipeline and timeline, reviewer-duty enforcement and desk rejects, the reviewer LLM ban, AC and discussion dynamics, oral/highlight/poster decision tiers, and calibrating expectations to a ~25% acceptance rate.
CVPR-Skills/skills/cvpr-review-process/SKILL.md
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# CVPR Review Process
Use this to model what happens to a CVPR paper between upload and decision, and where
author leverage exists. Every mechanism below is the 2026 cycle as verified 2026-07-08;
scale numbers come from official CVPR program announcements.
## The machine, by the numbers
The 2026 cycle put 16,092 submissions through full review (withdrawals and desk rejects
excluded from that count) and accepted 4,090 — 25.42%. Doing that required roughly
doubling the reviewer pool to 25,149 reviewers across 97 countries, coordinated by 909
area chairs. Two consequences follow for authors:
- Your reviewers are statistically likely to include first-time CVPR reviewers (the