Synthetic data augmentation
Part of Synthetic data and data curation
Synthetic data augmentation is losing ground in AI research: 0.1% to 0.1% of new AI papers, -0.0 points. It ranks #185 of 214 by gain in share. As of Oct 10, 2026.
- Change in share
- -0.0 pts
- Share, last 3 months
- 0.1%
- Papers, last 3 months
- 33
- Ready for products
- 2.6 / 5
More in Synthetic data and data curation
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 ptsData curation0.4% → 0.4%-0.1 ptsSynthetic data generation0.7% → 0.6%-0.1 pts
Synthetic data augmentation: quick answers
No. Its share of new AI papers went from 0.1% to 0.1%, with 33 papers in the last 3 months.