Evaluation and benchmarking
A research field
Evaluation and benchmarking is gaining ground in AI research: 9.7% to 10.4% of new AI papers, +0.7 points. It ranks #3 of 44 by gain in share. As of Oct 10, 2026.
- Change in share
- +0.7 pts
- Share, last 3 months
- 10.4%
- Papers, last 3 months
- 3,488
- Ready for products
- 2.4 / 5
Ideas in this field
Agent benchmark1.4% → 1.6%+0.2 ptsCounterfactual evaluation0.1% → 0.2%+0.1 ptsVision language model evaluation0.2% → 0.3%+0.1 ptsSoftware engineering benchmark0.2% → 0.3%+0.1 ptsLLM as a judge0.3% → 0.4%+0.1 ptsMultilingual evaluation0.2% → 0.3%+0.0 ptsMulti turn dialogue evaluation0.1% → 0.1%+0.0 ptsFaithfulness evaluation0.1% → 0.1%+0.0 ptsLLM safety evaluation0.1% → 0.1%+0.0 ptsVideo generation evaluation0.1% → 0.1%+0.0 pts
Companies working on it
Evaluation and benchmarking: quick answers
Yes. Its share of new AI papers went from 9.7% to 10.4%, with 3,488 papers in the last 3 months.