Conformal Prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
59.8Class Coverage
24
May 26, 2026
91.9Coverage
24
Feb 26, 2026
90Coverage
24
Feb 26, 2026
1.09Mean Prediction Set Size
24
Jul 9, 2026
1.7Average Prediction Set Size
24
Feb 26, 2026
80Volume
23
May 8, 2026
68Volume
23
May 8, 2026
2.47Volume
23
May 8, 2026
98Volume
22
May 8, 2026
89Volume
22
May 8, 2026
100PICP (Coverage)
22
Feb 26, 2026
98.4Coverage (COV)
21
Jun 25, 2026
0.984Coverage (COV)
21
Jun 25, 2026
98.5Coverage
21
Jun 25, 2026
67.2Class Coverage
21
May 26, 2026
0.9Avg Prediction Set Size
21
Mar 11, 2026
3.1AvgSize
20
Feb 26, 2026
90Marginal Coverage
19
May 12, 2026
0Median Prediction Set Size
18
Jun 2, 2026
1.78Avg Prediction Set Size
18
Feb 26, 2026
2.61Avg Prediction Set Size
18
Feb 26, 2026
2.312Avg Prediction Set Size
18
Feb 26, 2026
3.046Average Set Size
18
Feb 26, 2026
1.795Average Length
18
Feb 26, 2026
1.57CMC
16
Jun 2, 2026