Reproducibility papers, 2023–2026
Replication studies
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 11 papers are tagged with this topic.
Key findings
- Reproducibility fell from 4 papers in 2023 to 0 in 2026, so interest is cooling.
- NeurIPS publishes the most Reproducibility work: 8 papers from 2023 to 2026, 73% of the four-venue total.
- Among the 5 topics under Evaluation and Benchmarks, it ranks #5 by 2026 paper count; the fastest grower in the group, LLM Benchmarks, is up 154x versus 0.0x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 2 | 1 | 0 | 1 | 4 |
| 2024 | 6 | 0 | 1 | 0 | 7 |
| 2025 | 0 | 0 | 0 | 0 | 0 |
| 2026 | 0 | 0 | 0 | 0 | 0 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2024[Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models
- ICML 2024What Can Transformer Learn with Varying Depth? Case Studies on Sequence Learning Tasks
- NeurIPS 2023[Re] On the Reproducibility of CartoonX
- ICLR 2023Towards Inferential Reproducibility of Machine Learning Research
- CVPR 2023Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models
- NeurIPS 2024Explaining RL Decisions with Trajectories': A Reproducibility Study
- NeurIPS 2023Reproducibility study of 'Proto2Proto: Can you recognise the car, the way I do?'
- NeurIPS 2024Reproducibility study of “LICO: Explainable Models with Language-Image Consistency"
- NeurIPS 2024Reproducibility study of FairAC
- NeurIPS 2024Reproducibility Study Of Learning Fair Graph Representations Via Automated Data Augmentations
- NeurIPS 2024On the Reproducibility of: "Learning Perturbations to Explain Time Series Predictions"
All Reproducibility papers
1 papers, page 1 of 1
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FAQ
- How many Reproducibility papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 11 in total: 4 in 2023, 7 in 2024, 0 in 2025, 0 in 2026.
- How many Reproducibility papers are at NeurIPS 2024?
- NeurIPS 2024 has 6 Reproducibility papers, versus 2 the year before.
- How many Reproducibility papers are at ICLR 2023?
- ICLR 2023 has 1 Reproducibility papers.
- How many Reproducibility papers are at ICML 2024?
- ICML 2024 has 1 Reproducibility papers.
- How many Reproducibility papers are at CVPR 2023?
- CVPR 2023 has 1 Reproducibility papers.
- Which conference publishes the most Reproducibility papers?
- NeurIPS, with 8 papers from 2023 to 2026.