Semantic Segmentation on MVTec-AD
44.21mIoUUniDG-RFT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniDG-RFTAnomaly Generation Paradigm=Training-Free Few-shot Image Insertion2026.04 | 44.21 | 98.66 | 31.87 | |
| UniDG-SFTAnomaly Generation Paradigm=Training-Free Few-shot Image Insertion2026.04 | 41.81 | 98.65 | 28.52 | |
| AnoGenAnomaly Generation Paradigm=Few-shot Anomaly Generation2026.04 | 39.72 | 98.54 | 26.45 | |
| DualAnoDiffAnomaly Generation Paradigm=Few-shot Anomaly Generation2026.04 | 39.43 | 98.57 | 26.27 | |
| AnoDiffAnomaly Generation Paradigm=Few-shot Anomaly Generation2026.04 | 37.87 | 98.47 | 23.83 | |
| SeaSAnomaly Generation Paradigm=Few-shot Anomaly Generation2026.04 | 35.41 | 98.33 | 20.48 | |
| InsertAnythingAnomaly Generation Paradigm=Training-Free Few-shot Image Insertion2026.04 | 31.14 | 97.77 | 15.63 | |
| AnyDoorAnomaly Generation Paradigm=Training-Free Few-shot Image Insertion2026.04 | 27.1 | 97.4 | 11.11 |