Anomaly Detection on ELPV (AUPRC)
0.926AUPRCInCTRL
Evaluation Results
| Method | Links | |
|---|---|---|
| InCTRLSetup=8-shot2024.03 | 0.926 | |
| InCTRLSetup=4-shot2024.03 | 0.916 | |
| PatchcoreSetup=8-shot2024.03 | 0.915 | |
| InCTRLSetup=2-shot2024.03 | 0.913 | |
| CoOpSetup=8-shot2024.03 | 0.905 | |
| WinCLIPSetup=8-shot2024.03 | 0.897 | |
| PatchcoreSetup=4-shot2024.03 | 0.871 | |
| CoOpSetup=4-shot2024.03 | 0.867 | |
| WinCLIPSetup=4-shot2024.03 | 0.864 | |
| WinCLIP (Baseline)Setup=0-shot2024.03 | 0.855 | |
| WinCLIPSetup=2-shot2024.03 | 0.849 | |
| CoOpSetup=2-shot2024.03 | 0.841 | |
| PatchcoreSetup=2-shot2024.03 | 0.84 | |
| PaDiMSetup=8-shot2024.03 | 0.798 | |
| PaDiMSetup=4-shot2024.03 | 0.724 | |
| PaDiMSetup=2-shot2024.03 | 0.707 | |
| RegADSetup=8-shot2024.03 | 0.696 | |
| RegADSetup=4-shot2024.03 | 0.688 | |
| RegADSetup=2-shot2024.03 | 0.679 | |
| SPADESetup=8-shot2024.03 | 0.641 | |
| SPADESetup=4-shot2024.03 | 0.627 | |
| SPADESetup=2-shot2024.03 | 0.618 |