Conformal Prediction on Camelyon17 Marginal (test)
91.2CoverageACP-ACC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ACP-ACCNumber of Calibration Samples=2002026.06 | 91.2 | 1.117 | |
| ACP-ACCNumber of Calibration Samples=3002026.06 | 91.1 | 1.101 | |
| ACP-ACCNumber of Calibration Samples=5002026.06 | 90.9 | 1.086 | |
| ACP-MCNumber of Calibration Samples=3002026.06 | 90.7 | 1.064 | |
| ACP-AECNumber of Calibration Samples=3002026.06 | 90.5 | 1.054 | |
| RetrainNumber of Calibration Samples=10002026.06 | 90.2 | 1.195 | |
| ACP-ACCNumber of Calibration Samples=20002026.06 | 90.2 | 1.061 | |
| ACP-AECNumber of Calibration Samples=20002026.06 | 90.2 | 1.046 | |
| RetrainNumber of Calibration Samples=20002026.06 | 90.2 | 1.132 | |
| ACP-MCNumber of Calibration Samples=5002026.06 | 90.1 | 1.046 | |
| RetrainNumber of Calibration Samples=5002026.06 | 90.1 | 1.248 | |
| StandardNumber of Calibration Samples=5002026.06 | 90.1 | 1.039 | |
| ACP-ACCNumber of Calibration Samples=10002026.06 | 90.1 | 1.065 | |
| AdaTSNumber of Calibration Samples=10002026.06 | 90.1 | 1.068 | |
| StandardNumber of Calibration Samples=20002026.06 | 90.1 | 1.041 | |
| ACP-AECNumber of Calibration Samples=2002026.06 | 90 | 1.05 | |
| ACP-MCNumber of Calibration Samples=2002026.06 | 90 | 1.069 | |
| ACP-AECNumber of Calibration Samples=5002026.06 | 90 | 1.044 | |
| AdaTSNumber of Calibration Samples=5002026.06 | 90 | 1.068 | |
| ACP-MCNumber of Calibration Samples=10002026.06 | 90 | 1.029 | |
| StandardNumber of Calibration Samples=10002026.06 | 90 | 1.039 | |
| AdaTSNumber of Calibration Samples=20002026.06 | 90 | 1.065 | |
| AdaTSNumber of Calibration Samples=2002026.06 | 89.9 | 1.063 | |
| RetrainNumber of Calibration Samples=2002026.06 | 89.9 | 1.389 | |
| RetrainNumber of Calibration Samples=3002026.06 | 89.9 | 1.315 | |
| ACP-AECNumber of Calibration Samples=10002026.06 | 89.9 | 1.041 | |
| ACP-MCNumber of Calibration Samples=20002026.06 | 89.9 | 1.029 | |
| AdaTSNumber of Calibration Samples=3002026.06 | 89.7 | 1.067 | |
| StandardNumber of Calibration Samples=3002026.06 | 89.7 | 1.034 | |
| StandardNumber of Calibration Samples=2002026.06 | 89.3 | 1.028 |