Conformal Prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1.58Conditional Marginal Coverage
16
Jun 2, 2026
1.6CMC (%)
16
Jun 2, 2026
100Conditional Coverage
16
Jun 2, 2026
1,318Interval Size
16
Mar 4, 2026
1,759Interval Size
16
Mar 4, 2026
90.7Marginal Coverage
16
Feb 26, 2026
98.1Coverage
15
Jun 25, 2026
98.2Coverage (COV)
15
Jun 25, 2026
98.2Coverage
15
Jun 25, 2026
98.8Coverage (COV)
15
Jun 25, 2026
99Coverage (COV)
15
Jun 25, 2026
98.5Coverage (COV)
15
Jun 25, 2026
1.93Average Number of Superclasses
15
Jun 8, 2026
1.2Superclasses Count
15
Jun 8, 2026
90Marginal Coverage
14
Feb 26, 2026
90Marginal Coverage
14
Feb 26, 2026
90Marginal Coverage
14
Feb 26, 2026
89.96Coverage
14
Feb 26, 2026
0.91Marginal Coverage
14
Feb 26, 2026
96.98Coverage
12
Jul 1, 2026
1.24Median Arc Length
12
Jun 11, 2026
92.9Average Coverage
12
May 19, 2026
93.7Average Coverage
12
May 19, 2026
93.6Average Coverage
12
May 19, 2026
92Coverage
12
Mar 24, 2026