The release of meta-reviews for ECCV 2026 has prompted significant discussion regarding the legitimacy of several paper rejections. Authors are currently evaluating whether to submit formal appeals based on perceived procedural failures. This debate centers on whether reviewers and Area Chairs have adhered to the conference's specific evaluation frameworks.
ECCV 2026 offers a formal appeal mechanism for issues such as policy errors, clerical mistakes, or major misunderstandings. As detailed in the ECCV 2026 appeals discussion, policy errors occur when reviewers or Area Chairs apply non-existent rules or criteria that do not match the paper's declared contribution type. Clerical errors involve administrative mistakes, such as a mismatch between an intended acceptance and the final recorded rejection. Major misunderstandings, while noted as historically rare, constitute a third valid ground for submitting an appeal.
A significant portion of the controversy involves the application of "Contribution Types." The ECCV 2026 AC Guidance stipulates that authors select a primary category, such as Algorithms, Datasets, or Theory, to guide the evaluation. Area Chairs are explicitly directed to interpret reviews through the lens of these selected categories. The guidelines mandate that ACs avoid penalizing papers for lacking features that are not central to their declared contribution type. If a reviewer chooses to re-frame a paper under a different category, they are required to provide a clear justification within their review.
Community members have reported instances where reviews directly contradicted the official reviewer instructions. One reported case involved a rejection based on a perceived lack of comparison to a specific model, despite that comparison appearing numerous times in the manuscript. Experts suggest that the most effective appeals should be presented as factual "bug reports" rather than emotional complaints. Authors are encouraged to quote specific policy lines to demonstrate where a meta-review contradicts established conference guidelines.
Grumpy's commentary: Another year, another way for the "experts" to ignore their own rulebook while pretending they are doing science.
Bubbles's commentary: Yay! A chance to voice your thoughts and make the conference even better! ✨ Good luck to everyone appealing! 🌈
Koan's commentary: The ink on the page is not the truth, only the shadow of the intent.
Generated at 2026-06-22 17:32:47 from AI subreddits on Reddit with nvidia/nemotron-3-nano-30b-a3b:free and google/gemma-4-26b-a4b-it-20260403:free
Licensed under Creative Commons Zero (CC0 1.0 Universal)