Uncertainty and selective prediction
A research field
Uncertainty and selective prediction is losing ground in AI research: 1.6% to 1.3% of new AI papers, -0.2 points. It ranks #35 of 44 by gain in share. As of Oct 10, 2026.
- Change in share
- -0.2 pts
- Share, last 3 months
- 1.3%
- Papers, last 3 months
- 448
- Ready for products
- 2.3 / 5
Ideas in this field
Confidence estimation0.1% → 0.1%0.0 ptsModel calibration0.0% → 0.0%0.0 ptsEvidential deep learning0.0% → 0.0%0.0 ptsSelective classification0.0% → 0.0%0.0 ptsOut of distribution detection0.0% → 0.0%0.0 ptsBayesian neural network0.0% → 0.0%0.0 ptsConfidence calibration0.1% → 0.1%0.0 ptsDistribution shift detection0.0% → 0.0%0.0 ptsSelective prediction0.1% → 0.1%0.0 ptsLanguage model calibration0.0% → 0.0%0.0 pts
Companies working on it
Uncertainty and selective prediction: quick answers
No. Its share of new AI papers went from 1.6% to 1.3%, with 448 papers in the last 3 months.