Conformal Prediction on 5-class synthetic data Example 1 Marginal

92.3CoverageACP-AEC

Evaluation Results

Method
ACP-AEC2026.06	92.3	1.895
ACP-AEC2026.06	92.2	1.827
ACP-ACC2026.06	92	1.906
ACP-ACC2026.06	92	1.854
ACP-ACC2026.06	91.9	1.968
ACP-ACC2026.06	91.8	1.937
ACP-ACC2026.06	91.7	2.215
ACP-AEC2026.06	91.4	1.804
Trustscore2026.06	90.5	1.681
ACP-MC2026.06	90.3	1.914
AdaTS2026.06	90.3	1.57
ACP-MC-Oracle2026.06	90.3	1.267
Trustscore2026.06	90.3	1.426
ACP-AEC2026.06	90.2	1.537
ACP-AEC2026.06	90.2	1.563
ACP-MC2026.06	90.2	1.754
ACP-MC-Oracle2026.06	90.2	1.264
ACP-MC-Oracle2026.06	90.2	1.264
ACP-MC2026.06	90.1	1.764
ACP-MC-Oracle2026.06	90.1	1.265
Retrain2026.06	90.1	2.258
Trustscore2026.06	90.1	1.295
Retrain2026.06	90.1	1.736
AdaTS2026.06	90	1.445
Standard2026.06	90	1.208
TS2026.06	90	1.241
ACP-MC2026.06	90	1.705
Trustscore2026.06	90	1.243
ACP-MC-Oracle2026.06	89.9	1.262
AdaTS2026.06	89.9	1.477
Trustscore2026.06	89.9	1.327
Standard2026.06	89.9	1.206
TS2026.06	89.9	1.24
ACP-MC2026.06	89.8	1.791
AdaTS2026.06	89.8	1.437
Standard2026.06	89.7	1.21
TS2026.06	89.7	1.24
Standard2026.06	89.7	1.194
AdaTS2026.06	89.6	1.41
TS2026.06	89.6	1.222
TS2026.06	89.5	1.284
Retrain2026.06	89.5	2.418
Standard2026.06	89.4	1.243
Retrain2026.06	89.4	2.641
Retrain2026.06	88.8	3.779
ACP-ACC2026.06	0.927	2.186
ACP-AEC2026.06	0.923	1.895
ACP-ACC2026.06	0.922	1.922
ACP-AEC2026.06	0.922	1.827
AACP-ACC2026.06	0.921	1.95
ACP-ACC2026.06	0.921	1.916
AACP-AEC2026.06	0.921	1.926
AACP-ACC2026.06	0.92	2.222
ACP-ACC2026.06	0.92	2.02
AACP-AEC2026.06	0.92	2.145
ACP-ACC2026.06	0.92	1.762
AACP-MC2026.06	0.915	1.905
ACP-AEC2026.06	0.914	1.804
ACP-ACC2026.06	0.912	1.949
AACP-ACC2026.06	0.91	1.883
AACP-ACC2026.06	0.91	1.748
ACP-MC2026.06	0.909	1.953
AdaTS2026.06	0.909	1.67
AACP-MC2026.06	0.907	1.828
AACP-AEC2026.06	0.906	4.407
AACP-AEC2026.06	0.906	3.776
AACP-AEC2026.06	0.905	2.874
AACP-MC2026.06	0.905	1.755
ACP-MC2026.06	0.903	1.774
ACP-AEC2026.06	0.902	1.537
Retrain2026.06	0.902	3.258
ACP-AEC2026.06	0.902	1.563
Retrain2026.06	0.901	3.866
AACP-ACC2026.06	0.901	2.869
ACP-MC2026.06	0.901	1.827
Retrain2026.06	0.901	2.43
AACP-MC2026.06	0.901	1.738
ACP-MC2026.06	0.901	1.738
AACP-MC2026.06	0.901	1.703
ACP-MC2026.06	0.901	1.705
AdaTS2026.06	0.9	1.497
Retrain2026.06	0.9	2.649
ACP-MC2026.06	0.899	1.834
AdaTS2026.06	0.899	1.575
Retrain2026.06	0.899	2.099
Standard2026.06	0.899	1.199
AdaTS2026.06	0.899	1.418
Retrain2026.06	0.899	1.655
Standard2026.06	0.899	1.194
Standard2026.06	0.898	1.249
AACP-MC2026.06	0.898	1.862
AdaTS2026.06	0.898	1.433
Standard2026.06	0.898	1.193
AdaTS2026.06	0.898	1.442
AACP-ACC2026.06	0.897	3.756
Standard2026.06	0.895	1.213
Standard2026.06	0.894	1.215