Reproducibility Score Trend
Edition reproducibility score by venue over time.
Global Documentation Mean Trend
Edition reproducibility metrics global mean by venue over time.
Latest Editions
Browse reproducibility metrics across the latest editions of each venue.
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Reproducibility Score based on Gundersen et al. (2025)
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Global mean is the average score over the seven reproducibility variables for empirical research papers.
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Global median is the median score over the seven reproducibility variables for empirical research papers.
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Documentation mean is the average score over the Open Datasets and Dataset Splits reproducibility variables for empirical research papers.
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Documentation mean is the average score over the Open Source Code reproducibility variables for empirical research papers.
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Documentation mean is the average score over the Pseudocode, Hardware Specification, Software Dependencies, and Experiment Setup reproducibility variables for empirical research papers.
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Percentage of papers that are empirical research vs theoretical research
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Percentage of empirical research papers with at least one author from Industry
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Website | |||
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| AAAI | 2025 | 2903 | 0.58 | 3.83 | 4.0 | 1.52 | 0.54 | 1.77 | 95.8% | 27.62% | |
| DMLR | 2025 | 13 | 0.76 | 4.55 | 5.0 | 1.82 | 0.82 | 1.91 | 84.62% | 18.18% | |
| ICLR | 2025 | 3700 | 0.66 | 4.54 | 5.0 | 1.59 | 0.69 | 2.26 | 97.97% | 42.65% | |
| ICML | 2025 | 3330 | 0.61 | 4.42 | 5.0 | 1.52 | 0.64 | 2.26 | 94.95% | 36.69% | |
| IJCAI | 2025 | 1015 | 0.56 | 3.82 | 4.0 | 1.46 | 0.51 | 1.85 | 92.32% | 17.18% | |
| JAIR | 2025 | 132 | 0.51 | 3.89 | 4.0 | 1.19 | 0.56 | 2.14 | 72.73% | 14.58% | |
| JMLR | 2025 | 269 | 0.46 | 3.79 | 4.0 | 1.16 | 0.57 | 2.06 | 86.99% | 17.52% | |
| NeurIPS | 2024 | 4035 | 0.69 | 4.65 | 5.0 | 1.36 | 0.8 | 2.49 | 93.63% | 39.25% | |
| TMLR | 2025 | 1418 | 0.62 | 4.51 | 5.0 | 1.62 | 0.62 | 2.26 | 94.71% | 33.8% |