Conformal Prediction on synthetic data 5-class Example 2 covariate shift a=0.5 Easy Bin (r* > 0.5) benchmark leaderboard · SOTA2 Research

Conformal Prediction on synthetic data 5-class Example 2 covariate shift a=0.5 Easy Bin (r* > 0.5)

96.6CoverageStandard

Evaluation Results

Method	Links
Standard2026.06		96.6	1.24
Standard2026.06		96.6	1.231
Standard2026.06		96.6	1.241
Standard2026.06		96.6	1.259
Standard2026.06		96.5	1.225
Retrain2026.06		96	3.231
AdaTS2026.06		95.9	1.359
AdaTS2026.06		95.8	1.343
AdaTS2026.06		95.8	1.356
AdaTS2026.06		95.8	1.365
ACP-AEC2026.06		95.7	1.264
AdaTS2026.06		95.6	1.325
ACP-AEC2026.06		95.2	1.232
ACP-AEC2026.06		95	1.226
Retrain2026.06		94.8	2.881
ACP-MC2026.06		94.6	1.576
ACP-ACC2026.06		94.5	1.659
ACP-AEC2026.06		94.5	1.2
ACP-AEC2026.06		94.3	1.199
ACP-ACC2026.06		94	1.386
ACP-ACC2026.06		93.9	1.339
ACP-ACC2026.06		93.7	1.276
ACP-MC2026.06		93.4	1.547
ACP-ACC2026.06		93.4	1.271
Retrain2026.06		93.2	1.552
ACP-MC2026.06		92.8	1.468
ACP-MC2026.06		92.6	1.407
ACP-MC2026.06		92.2	1.344
Retrain2026.06		91.8	3.256
Retrain2026.06		88.5	3.911