Conformal Prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
94Coverage
12
Mar 24, 2026
91Coverage
12
Mar 24, 2026
93Coverage
12
Mar 24, 2026
93Coverage
12
Mar 24, 2026
97Coverage
12
Mar 24, 2026
18.55Set Size
12
Feb 26, 2026
91.1Empirical Coverage
12
Jun 2, 2026
66.7Top-1 Acc
12
Feb 26, 2026
1.98Mean Prediction Set Size
12
Feb 26, 2026
2.19Avg Prediction Set Size
12
Feb 26, 2026
2.1Avg Set Size
12
Feb 26, 2026
42.75Mean Prediction Set Size
12
Feb 26, 2026
2.22Mean Prediction Set Size
12
Feb 26, 2026
2.42Mean Prediction Set Size
12
Feb 26, 2026
99.4Coverage (alpha=0.025)
11
Feb 26, 2026
0.003Volume
11
May 8, 2026
89.96Coverage
11
Feb 26, 2026
0.92ERT (%)
10
May 8, 2026
0.91ERT
10
May 8, 2026
1PICP
10
Feb 26, 2026
91Empirical Coverage
10
May 12, 2026
93Coverage
10
May 12, 2026
3.82Average Prediction Set Size
9
Jun 8, 2026
1.8Average Prediction Set Size
9
Jun 8, 2026
4.28Number of Superclasses
9
Jun 8, 2026