Anomaly Detection on OCT 2017 (test)
99.9I-AUROCSIR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SIRSetting=Full-shot specialized2026.03 | 99.9 | — | — | |
| E2ADSetting=Full-shot specialized, Source=TMI2026.03 | 99.8 | — | — | |
| SIRSetting=Few-shot specialized, Config=One-shot2026.03 | 99.8 | — | — | |
| SIRSetting=Universal, Config=Full-shot universal2026.03 | 99.8 | — | — | |
| EDCSetting=Full-shot specialized, Source=TMI2026.03 | 99.7 | — | — | |
| PatchCore2023.06 | 99.61 | 98.34 | 97.5 | |
| ReContrast2023.06 | 99.6 | 98.53 | 97.8 | |
| SIRSetting=Universal, Config=Ten-shot universal2026.03 | 99.5 | — | — | |
| MVFA-ADSetting=Few-shot specialized, Source=CVPR2026.03 | 99.3 | — | — | |
| RD4AD2023.06 | 99.25 | 97.79 | 96.7 | |
| SimpleNet2023.06 | 98.5 | 96.91 | 95.4 | |
| AE-flow2023.06 | 98.15 | 96.36 | 94.42 | |
| CFA2023.06 | 98.01 | 96.4 | 94.7 | |
| SIRSetting=Universal, Config=One-shot universal2026.03 | 97.9 | — | — | |
| RD4ADSetting=Full-shot specialized, Source=CVPR2026.03 | 97.3 | — | — | |
| PaDiM2023.06 | 96.88 | 95.24 | 92.8 | |
| GANomaly2023.06 | 90.52 | 91.09 | 86.16 | |
| f-AnoGAN2023.06 | 83.02 | 88.64 | 82.13 |