ICLR 2024 vs 2025
Same venue, two consecutive editions, same analysis method. What changed between 2024 and 2025 rejections: in volume, decision distribution, reviewer scores, and what reviewers critique.
1. Volume evolution
Objective figures from OpenReview's public API, independent of how we cluster weaknesses. The 2025 edition is markedly larger.
2. Decision distribution
How committee decisions split each edition. Lets you see whether accepts concentrate in one tier (poster, spotlight, oral) more than another.
- Reject
- Accept (oral)
- Accept (Oral)
- Accept (poster)
- Accept (Poster)
- Accept (spotlight)
- Accept (Spotlight)
3. Reviewer score distribution
Distribution of reviewer scores. Normalised to relative share within each year, so both editions are comparable even though 2025 receives many more reviews.
4. Top 5 concerns per year
The five heaviest clusters per edition, without forcing matches between years. Useful to see what dominated each year as it emerged from the clustering.
ICLR 2024
Before- #0122.1%Unclear definitions and algorithmsauthorsequationtheoremalgorithm
- #0217.3%Insufficient datasets and training setupmodeldatamodelsdataset
- #0310.6%Unclear core contributionpapermaincontributionlacks
- #048%Baseline comparisons missing or weakmethodproposedproposed methodpaper
- #056.4%Positioning against existing workmethodsexistingcomparisonexisting methods
ICLR 2025
After- #0127.7%Loose definitions and evaluationmodelsmodelmethodsperformance
- #0217.2%Algorithms and equations unclearauthorsalgorithmeqequation
- #0311.2%Central contribution under-articulatedpaperdoesweaknessespaper does
- #048.4%Incremental methodmethodproposedproposed methodmethods
- #056.4%Poorly presented experimental resultsresultsexperimentalexperimental resultspaper
5. Shared-category projection
Projecting both years' clusters onto 11 shared categories yields the chart below. Read the deltas with caution: part of the change may be due to a large 2025 cluster absorbing themes that were split in 2024.
How to read this
- Volume figures (Section 1) are the most reliable: they count records directly.
- Decision distribution (Section 2) and rating distribution (Section 3) are objective but their comparison depends on each edition's editorial policy (e.g., spotlight or oral criteria can shift year to year).
- The top concerns (Section 4) is the most useful section for researchers: it shows what dominated each year, as is.
- The category projection (Section 5) is a visual guide, not quantitative truth. The cluster→category mapping is heuristic and can be reviewed in the site's source code.