Conformal Prediction
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
3.005Interval Width
7
Jul 7, 2026
84.73Top-1 Accuracy
7
May 26, 2026
-6.1Delta Coverage
7
Feb 26, 2026
-0.054Delta Cov
7
Feb 26, 2026
-0.042Δ Cov
7
Feb 26, 2026
91.57Coverage
6
Jul 1, 2026
76.15Top-1 Accuracy
6
May 26, 2026
86.5Marginal Coverage
6
May 21, 2026
95.8Empirical Coverage
6
May 19, 2026
92.5Average Coverage
6
May 19, 2026
91.2Average Coverage
6
May 19, 2026
91.6Average Coverage
6
May 19, 2026
98.67Coverage
6
Apr 9, 2026
8.47Set Size
6
Feb 26, 2026
90Coverage (alpha=0.1)
6
Feb 26, 2026
81.6Coverage
6
Feb 26, 2026
97.76Coverage
5
May 25, 2026
92.3Coverage
5
May 25, 2026
98.86Coverage
5
May 25, 2026
99.98Coverage
5
May 25, 2026
98.89Coverage
5
May 25, 2026
95.72Coverage
5
May 14, 2026
95Coverage
5
May 14, 2026
91.2Marginal Coverage
5
May 6, 2026
92.6Marginal Coverage
5
May 6, 2026