Conformal Prediction on 5-class synthetic data Example 1 Hard Bin r* ≤ 0.5

93.4CoverageACP-ACC

Evaluation Results

Method
ACP-ACC2026.06	93.4	4.601
ACP-ACC2026.06	92.8	4.498
ACP-AEC2026.06	91.7	4.598
ACP-AEC2026.06	91.7	4.598
ACP-ACC2026.06	91.6	4.476
ACP-AEC2026.06	91.3	4.59
ACP-AEC2026.06	91.3	4.59
AACP-AEC2026.06	91.2	4.58
AACP-AEC2026.06	91	4.547
ACP-ACC2026.06	90.7	4.413
ACP-ACC2026.06	90.6	4.355
ACP-MC-Oracle2026.06	90.4	3
ACP-ACC2026.06	90.2	4.324
ACP-MC-Oracle2026.06	90.2	2.959
ACP-MC-Oracle2026.06	90	2.977
ACP-MC-Oracle2026.06	89.8	2.986
ACP-MC-Oracle2026.06	89.8	2.958
AACP-ACC2026.06	89.1	4.286
AACP-AEC2026.06	88.4	4.412
AACP-ACC2026.06	88.2	4.085
AACP-ACC2026.06	87.5	4.12
ACP-MC2026.06	87	4.014
ACP-MC2026.06	86.8	3.996
ACP-MC2026.06	86.6	4.032
AACP-MC2026.06	86.4	3.981
AACP-MC2026.06	86.4	4.024
AACP-AEC2026.06	86.2	4.196
ACP-MC2026.06	86.2	3.98
AACP-AEC2026.06	85.4	4.182
ACP-ACC2026.06	84.9	3.938
ACP-AEC2026.06	84.8	4.173
ACP-AEC2026.06	84.8	4.173
AACP-MC2026.06	84.7	3.894
ACP-MC2026.06	84.3	3.873
ACP-MC2026.06	84	3.871
ACP-ACC2026.06	83.9	3.833
Retrain2026.06	82.8	3.903
AACP-MC2026.06	82.3	3.768
AACP-ACC2026.06	81.8	3.857
AACP-ACC2026.06	81.3	3.508
Retrain2026.06	81.1	3.8
ACP-MC2026.06	78.2	3.538
ACP-MC2026.06	77.7	3.547
Retrain2026.06	76.5	3.304
ACP-ACC2026.06	76.4	3.565
AACP-ACC2026.06	76.3	3.34
ACP-ACC2026.06	74.7	3.381
ACP-ACC2026.06	74.1	3.447
Retrain2026.06	73.2	2.745
Retrain2026.06	72.8	2.671
AACP-MC2026.06	72.6	3.376
Retrain2026.06	71.2	2.715
Retrain2026.06	70	2.701
ACP-MC2026.06	69.8	3.263
Retrain2026.06	69.7	2.71
Retrain2026.06	69.1	2.612
ACP-AEC2026.06	68.7	3.137
ACP-AEC2026.06	68.7	3.137
ACP-MC2026.06	68.4	3.162
Retrain2026.06	67.8	2.546
Retrain2026.06	67.6	2.605
ACP-MC2026.06	66.8	3.068
AACP-MC2026.06	65.7	3.259
ACP-AEC2026.06	56.2	2.224
ACP-AEC2026.06	56.2	2.224
Trustscore2026.06	52.2	2.154
AdaTS2026.06	51.8	1.754
AdaTS2026.06	48.4	1.655
TS2026.06	48.2	1.471
Trustscore2026.06	48	1.765
AdaTS2026.06	47.9	1.654
TS2026.06	47.7	1.466
TS2026.06	47.6	1.495
AdaTS2026.06	47.2	1.571
Trustscore2026.06	47	1.539
TS2026.06	46.7	1.449
TS2026.06	46.6	1.458
Standard2026.06	46.5	1.441
Standard2026.06	46.3	1.458
Standard2026.06	46.2	1.44
Trustscore2026.06	46.1	1.612
Standard2026.06	46.1	1.437
Standard2026.06	46.1	1.434
Trustscore2026.06	46	1.459
AdaTS2026.06	45.5	1.533
AdaTS2026.06	45.4	1.559
Standard2026.06	45.4	1.424
Standard2026.06	45.3	1.419
Standard2026.06	45.1	1.449
Standard2026.06	44.9	1.427
Standard2026.06	44.9	1.432
AdaTS2026.06	44.9	1.535
Standard2026.06	44.8	1.417
AdaTS2026.06	44.6	1.526
AdaTS2026.06	44.3	1.52
AdaTS2026.06	43.4	1.51
AdaTS2026.06	43.3	1.505