Image Classification on DR (APTOS 2019, DDR, IDRiD)
74.52Accuracy (D to A)UAD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UADsetting=M-UAD + I-UAD + TS, level=two-level, temperature scaling=true2024.02 | 74.52 | 65.27 | 58.72 | 66.17 | |
| UADsetting=M-UAD + I-UAD, level=two-level2024.02 | 74.47 | 64.39 | 53.88 | 64.25 | |
| UADsetting=I-UAD, level=instance-level2024.02 | 72.91 | 63.71 | 53.1 | 63.24 | |
| CAIDAYear=20212024.02 | 71.74 | 44.98 | 50.97 | 55.9 | |
| UADsetting=M-UAD, level=model-level2024.02 | 71.49 | 62.03 | 50.39 | 61.3 | |
| DECISIONYear=20212024.02 | 57.32 | 45.43 | 58.33 | 53.69 | |
| AaDYear=20222024.02 | 36.13 | 33.07 | 46.32 | 38.51 |