Anomaly Localization on KSDD2
85.5APlocMethod [25]
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Method [25]supervised=true2024.08 | 85.5 | — | — | |
| SuperSimpleNetsupervised=true2024.08 | 82.1 | — | — | |
| BGADsupervised=true2024.08 | 76.5 | — | — | |
| SimpleNetsupervised=true2024.08 | 75.9 | — | — | |
| Method [4]supervised=true2024.08 | 67.6 | — | — | |
| DSR2022.08 | 61.4 | — | — | |
| PRNsupervised=true2024.08 | 48.2 | — | — | |
| PaDim2022.08 | 45.3 | — | — | |
| DRÆM2022.08 | 42.4 | — | — | |
| AACLIPsetting=zero-shot2026.01 | — | 99.5 | 63.4 | |
| AdaCLIPsetting=zero-shot2026.01 | — | 98.5 | 67 | |
| AnomalyCLIPsetting=zero-shot2026.01 | — | 98.5 | 59.8 | |
| AnomalyVFMsetting=zero-shot2026.01 | — | 99.3 | 55.9 | |
| Bayes-PFLsetting=zero-shot2026.01 | — | 97 | 62 | |
| FAPromptsetting=zero-shot2026.01 | — | 99.1 | 60.4 | |
| SAAsetting=zero-shot2026.01 | — | 79.9 | 63.4 | |
| WinCLIPsetting=zero-shot2026.01 | — | 94.4 | 23.9 |