NeurIPS 2026

PaperScorer: How Predictable Is Paper Acceptance?

Sachin Konan, Jonathan Liu, Zhuang Liu

Princeton University

Score your paper

Upload the anonymized PDF of your submission. PaperScorer reads its pages and emails you the model's accept or reject decision, together with a calibrated confidence in this prediction.

The prediction is sent here. Up to 5 submissions per email per day (UTC).

The venue you are submitting to picks the model.

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Examples of good papers

Below are well-known, good papers, anonymized and scored using PaperScorer-Vision. The line shows the model's calibrated acceptance probability, and papers above 50% are predicted accepts. Two of these papers were actually rejected. The first is an early version of A Decade's Battle on Dataset Bias (ECCV 2024), which PaperScorer-Vision correctly predicts as a reject. The second is Mamba, rejected at ICLR 2024 but scored at 84%; many would argue it deserved acceptance. We also include the newer, accepted ICLR version of A Decade's Battle on Dataset Bias, which PaperScorer-Vision correctly predicts as an accept. These papers show that PaperScorer agrees with, and sometimes defies, previous decisions, based on its estimation of quality. Click a paper to see its pages.