Synthetic data and data curation
A research field
Synthetic data and data curation is losing ground in AI research: 1.8% to 1.4% of new AI papers, -0.4 points. It ranks #40 of 44 by gain in share. As of Oct 10, 2026.
- Change in share
- -0.4 pts
- Share, last 3 months
- 1.4%
- Papers, last 3 months
- 464
- Ready for products
- 2.6 / 5
Ideas in this field
Counterfactual data augmentation0.0% → 0.0%0.0 ptsMissing data imputation0.0% → 0.0%0.0 ptsSynthetic data pretraining0.0% → 0.0%0.0 ptsSynthetic tabular data generation0.1% → 0.0%0.0 ptsCoreset selection0.0% → 0.0%0.0 ptsData selection0.1% → 0.1%0.0 ptsDataset distillation0.1% → 0.1%0.0 ptsData augmentation0.0% → 0.0%0.0 ptsSynthetic data augmentation0.1% → 0.1%-0.0 ptsData curation0.4% → 0.4%-0.1 pts
Companies working on it
Synthetic data and data curation: quick answers
No. Its share of new AI papers went from 1.8% to 1.4%, with 464 papers in the last 3 months.