Conformal Prediction on 5-class synthetic data Example 1, Easy Bin (r* > 0.5) benchmark leaderboard · SOTA2 Research

Conformal Prediction on 5-class synthetic data Example 1, Easy Bin (r* > 0.5)

99.7CoverageAdaTS

Evaluation Results

Method	Links
AdaTS2026.06		99.7	1.427
AdaTS2026.06		99.5	1.418
Trustscore2026.06		99.5	1.194
AdaTS2026.06		99.4	1.46
AdaTS2026.06		99.4	1.39
Standard2026.06		99.4	1.155
Trustscore2026.06		99.4	1.24
Standard2026.06		99.4	1.154
Trustscore2026.06		99.3	1.353
AdaTS2026.06		99.2	1.551
Standard2026.06		99.2	1.163
Standard2026.06		99.2	1.146
Trustscore2026.06		99.2	1.266
TS2026.06		99	1.189
TS2026.06		99	1.189
Standard2026.06		98.8	1.198
TS2026.06		98.8	1.193
TS2026.06		98.8	1.173
Trustscore2026.06		98.6	1.581
TS2026.06		98.4	1.238
ACP-AEC2026.06		97.7	1.39
ACP-ACC2026.06		95.5	1.956
ACP-MC2026.06		95.3	1.664
ACP-AEC2026.06		95	1.25
Retrain2026.06		94.5	2.159
Retrain2026.06		94.2	2.377
Retrain2026.06		93.8	1.52
ACP-ACC2026.06		93.6	1.545
Retrain2026.06		93.5	2.628
ACP-AEC2026.06		92.9	1.287
ACP-MC2026.06		92.4	1.417
ACP-AEC2026.06		92.4	1.28
ACP-ACC2026.06		92.3	1.306
ACP-AEC2026.06		92.3	1.222
ACP-ACC2026.06		92.1	1.41
ACP-ACC2026.06		91.8	1.309
ACP-MC2026.06		91.3	1.311
ACP-MC2026.06		90.9	1.26
ACP-MC2026.06		90.6	1.194
Retrain2026.06		90.4	3.774
ACP-MC-Oracle2026.06		90.3	0.903
ACP-MC-Oracle2026.06		90.2	0.902
ACP-MC-Oracle2026.06		90.2	0.902
ACP-MC-Oracle2026.06		90.1	0.901
ACP-MC-Oracle2026.06		90	0.9