AI Review Prediction Explorer · ICLR 2027

An exploratory view of AI-generated peer-review score predictions and structured reviews for public ICLR 2027 submissions · Not official review results

About This Project

We built the first end-to-end AI peer-review pipeline. Given a public submission, it automatically routes the paper to the right research area, injects domain-specific prior knowledge, and generates a structured review — with no human in the loop.

We ran every public ICLR 2027 submission through it five times to produce stable predicted scores. Explore them below.

NOTE
All scores and reviews here are AI predictions for research and exploration — not official ICLR 2027 outcomes. Do not use them for acceptance decisions or as ground-truth evaluations.

Total Papers
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Average Predicted Score
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Top 25% Predicted Score Threshold
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Papers with Predicted Score ≥ 3
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Predicted Score Distribution

Number of papers by predicted score range · All scored papers

Paper List

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RankPaper IDNumberTitlePredicted ScoreReview
Papers will appear after loading

Paper Details

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Select a paper to view its title, abstract, predicted score, and AI-generated review.
AI-predicted scores and reviews, matched by paper_id. Each paper_id should be unique. Predictions are for research exploration only and do not represent official review outcomes.