Diabetic Retinopathy Diagnosis on APTOS 2019 (Population Shift)
94.9AUCMFVI ENSEMBLE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MFVI ENSEMBLEData Referred Proportion=50%, K=32023.12 | 94.9 | 93.7 | |
| RANK-1 ENSEMBLEData Referred Proportion=50%, K=32023.12 | 94.9 | 93.5 | |
| FSVI ENSEMBLEData Referred Proportion=No Referral, K=32023.12 | 94.6 | 88.9 | |
| DEEP ENSEMBLEData Referred Proportion=No Referral, K=32023.12 | 94.2 | 87.5 | |
| MFVI ENSEMBLEData Referred Proportion=70%, K=32023.12 | 94.2 | 94 | |
| FSVIData Referred Proportion=No Referral2023.12 | 94.1 | 87.6 | |
| MC DROPOUT ENSEMBLEData Referred Proportion=No Referral, K=32023.12 | 94.1 | 87.6 | |
| RANK-1 ENSEMBLEData Referred Proportion=No Referral, K=32023.12 | 94.1 | 88.3 | |
| MC DROPOUTData Referred Proportion=No Referral2023.12 | 94 | 86.8 | |
| MFVIData Referred Proportion=50%2023.12 | 93.8 | 92.1 | |
| MFVI ENSEMBLEData Referred Proportion=No Referral, K=32023.12 | 93.2 | 87 | |
| MFVIData Referred Proportion=70%2023.12 | 93 | 92.7 | |
| RANK-1Data Referred Proportion=No Referral2023.12 | 92.5 | 86.2 | |
| RANK-1 ENSEMBLEData Referred Proportion=70%, K=32023.12 | 92.4 | 93.8 | |
| MAP (Deterministic)Data Referred Proportion=No Referral2023.12 | 92.2 | 86.2 | |
| RADIAL-MFVI ENSEMBLEData Referred Proportion=No Referral, K=32023.12 | 91.8 | 69 | |
| MFVIData Referred Proportion=No Referral2023.12 | 91.4 | 84.1 | |
| DEEP ENSEMBLEData Referred Proportion=50%, K=32023.12 | 91.2 | 92.4 | |
| RADIAL-MFVIData Referred Proportion=No Referral2023.12 | 90.7 | 71.8 | |
| FSVI ENSEMBLEData Referred Proportion=50%, K=32023.12 | 90.7 | 91.1 | |
| FSVIData Referred Proportion=50%2023.12 | 90.6 | 90.7 | |
| RANK-1Data Referred Proportion=50%2023.12 | 90.1 | 91.4 | |
| MC DROPOUTData Referred Proportion=50%2023.12 | 87.4 | 88.1 | |
| MC DROPOUT ENSEMBLEData Referred Proportion=50%, K=32023.12 | 86.8 | 88 | |
| RADIAL-MFVIData Referred Proportion=50%2023.12 | 82 | 81.5 | |
| MAP (Deterministic)Data Referred Proportion=50%2023.12 | 80.1 | 87.6 | |
| RADIAL-MFVI ENSEMBLEData Referred Proportion=50%, K=32023.12 | 78.6 | 79.8 | |
| FSVIData Referred Proportion=70%2023.12 | 77.2 | 89.8 | |
| RANK-1Data Referred Proportion=70%2023.12 | 75.1 | 89.5 | |
| FSVI ENSEMBLEData Referred Proportion=70%, K=32023.12 | 74.1 | 89.8 | |
| DEEP ENSEMBLEData Referred Proportion=70%, K=32023.12 | 67.4 | 90.1 | |
| RADIAL-MFVIData Referred Proportion=70%2023.12 | 66.4 | 85.9 | |
| MC DROPOUTData Referred Proportion=70%2023.12 | 65.3 | 88.2 | |
| MC DROPOUT ENSEMBLEData Referred Proportion=70%, K=32023.12 | 62.3 | 87.7 | |
| RADIAL-MFVI ENSEMBLEData Referred Proportion=70%, K=32023.12 | 60.9 | 86.7 | |
| MAP (Deterministic)Data Referred Proportion=70%2023.12 | 55.4 | 85.4 |